A device for Intraoperative Auto-transfusion to help save patients who lose significant volumes of blood in emergencies like ruptured ectopic pregnancy in remote areas where access to blood banks is limited. This patent-pending gravity-driven device collects, filters and reinfuses the blood lost by patients back into their circulatory system.

Digital Innovation Solutions in Agriculture, Governance, and Enterprise Systems

Developed a network-based time series forecasting method

Developed an LLM for plastic waste management in collaboration with Prof. Jose Rajan, Ming Chi University of Technology, Taiwan

Sherin D R, Studies on Curcumin Based Bioactive and Optosensing Heterocycles

Latest Publications

M. Galchenko, V. Sheptunova, A. Karimov, E. Kopets, S. S. Muni, D. Butusov, New Approaches to Stability Analysis for Semi-Implicit Numerical Integration Methods, Mathematics, 14(2), 231,2026.

H. Baranwal, A.K.B. Chand, S.S. Muni, On Taylor Series Expansion for Discrete Systems Involving Exponential Function and Assessing Their Chaotic Strength, International Journal of Applied and Computational Mathematics, 12(1), 11, 2026.

S.S. Muni, Conjoined Lorenz twin attractors in 3D sinusoidal map, Chaos, Solitons and Fractals, 2026.

S.S. Muni, Robust chaos in generalized ceil map, Chaos, Solitons and Fractals, 2026.

Devu R, Reshma AS, Philip T, Sherin DR. Deciphering genetic associations: Insights into common molecular pathways in Duchenne muscular dystrophy and cerebral palsy. J Comput Biophys Chem. 2026;25(1):99–108.

Murali M, Murali VP, Jayarajan OR, Sherin DR, Arya JS, Prasad MMV, Jayasree GE, Nair LK, Panicker SP, Maiti KK. Repurposing nano-dimensions of a small phytomolecule, rhein, into nano-rhein to unveil its efficacy on hypercalciuria-induced nephropathies on a SERS-based calcification profiling platform. Adv Healthc Mater. 2026;15(3):e04133.

Aswin PJ, Gopal GG, Aswathi M, Mary VJC, Devu R, Sherin DR. Integrated machine learning and molecular simulation approaches for identifying HIV-1 reverse transcriptase inhibitors from abacavir analogues. ChemistrySelect. 2025;10(35):e01461.

Sherin DR, Linda SR, Akhila A. Exploring gingerol substructures as potential SARS-CoV-2 RBD inhibitors: An integrated machine learning and in silico approach. ChemistrySelect. 2025;10(15):e202405530.

Shamjid P, Advances and Perspectives in Non-Fullerene Organic Solar Cells: A Data-Driven Scientific Review, Physica Status Solidi (a) – Applications and Materials Science, 2025 (manuscript under revision)

Steephen, J. E., Padmakumar, M., & Manchanda, R. (2025). Enhancement of Calcium Responses by KIR Current Inactivation in Medium Spiny Neurons. Journal of Biosciences (In Press)

Padmakumar, M., Rajan, D., & Steephen, J. E. (2025). Effect of Focused Ultrasonic Stimulation via Intramembrane Cavitation in the Squid Giant Axon. Journal of Computational Neuroscience, 53(Suppl 1), S11.

Tharion, J., Ismavel, V. A., Mammen, J., Viswanathan, A. M., Joseph, J., Steephen, J. E., et al. (2025). Novel Low-cost Intra-operative Autotransfusion Device. In 4th International Congress for Innovation in Global Surgery, Malawi.

Aswin V  S, & Awasthi, A. (2025). A Study on Time-Dependent Two Parameter Singularly Perturbed Problems via Trigonometric Quintic B-Splines on an Exponentially Graded Mesh. International Journal for Numerical Methods in Engineering, 126(19).

Sangeetha, C., Aswin, V. S., & Awasthi, A. (2025). Numerical solution of time-dependent two-parameter singularly perturbed problems via Trigonometric Quintic B-spline collocation technique. Physica Scripta, 100(1), 015206.

“Computational discovery of high-performance B–Al–Ga nanoclusters for oxygen reduction reaction catalysis” Pratik Sarkar, Maya Khatun, and Anakuthil Anoop, Physical Chemistry Chemical Physics, 2025, DOI:10.1039/D5CP03587B

“Computational Exploration of Small Hydrocarbon Networks: A Stochastic Generation and DFT Refinement Framework.” Sandip Giri, Sayon Satpati, Tarun Roy, Subhas Ghosal, Anakuthil Anoop, Journal of Computational Chemistry, 2025, 46(25), e70236.

“Bonding and Stability in Six-Atom Nanoclusters of Boron, Aluminum, and Gallium” Maya Khatun, Pratik Sarkar, Sunanda Panda, and Anakuthil Anoop, Polyhedron, 2025. 281, 117703

“Computational Investigation of Cytochrome P450-Catalyzed Oxetane Formation in Taxol Biosynthesis” Surajit Nandi, Rohan Sharma, Subhajit Mandal, Pankaz K. Sharma, Parayil Kumaran Ajikumar, Anakuthil Anoop Biochemistry, 2025, DOI: 10.1021/acs.biochem.5c00175

“Exploring the therapeutic potential of Zonisamide derivatives through molecular docking and dynamic studies with GABARAP” Megha P Nambiar, Anakuthil Anoop, Biju AR, Indian Journal of Biochemistry and Biophysics (IJBB), 2025, 62(7), DOI: 10.56042/ijbb.v62i7.16596

“Hydrogen Bond-Assisted Excited State Switching and Fluoride Responsive Behavior of Orthogonal Spiroborate Ester Derived from Naturally Occurring α-Mangostin” Swathy Unnikrishnapillai Saraswathy, Lekshmi Chandranpillai Lalithabai, Sandip Giri, Safa Ayoob, Simimole Haleema, Anakuthil Anoop, Sumalekshmy Sarojiniamma, European Journal of Organic Chemistry, Volume 28, Issue 21, e202401411

“Lattice Modulation on Singlet-Triplet Splitting of Silver Cluster Boosting Near-Unity Photoluminescence Quantum Yield” Wei-Dong Tian, Chengkai Zhang, Sayan Paul, Wei-Dan Si, Zhi Wang, Pan-Pan Sun, Anakuthil Anoop, Chen-Ho Tung, Di Sun Angewandte Chemie International Edition, 2025, 64 (11), e202421656

Anoja Vijay, Shweta Srivastava: Finite Element Method for two-phase flow using Volume of Fluid method with stabilization techniques, International Conference on Latest Advances in Computational and Applied Mathematics–2025 (LACAM-25), IISER TVM.

“Exploring the Conformational Space of a Sulfonyl-Based Ionic Liquid on Platinum-Based Mono and Bimetallic Surfaces” Arka Prava Sarkar, Rahul Sahu, Sandip Giri, Anakuthil Anoop, Sandeep K. Reddy Langmuir, 2025, DOI: 10.1021/acs.langmuir.4c03883

S.S. Muni, Ergodic and resonant torus doubling bifurcation in a three-dimensional quadratic map, Nonlinear Dynamics, Springer Nature, http://dx.doi.org/10.1007/s11071-024-09284-6, 2024

S.S. Muni, Complexity of coexistence regions in the GRHT map, International Journal of Bifurcation and Chaos, (2025).

S.S. Muni, Discrete Lorenz attractors in 3D sinusoidal maps, International Journal of Bifurcation and Chaos, (2025).

S.S. Muni, Pathways to hyperchaos in a three-dimensional quadratic map. Eur. Phys. J. Plus 139, 636 (2024).

S.S. Muni, Torus and Hyperchaos in three-dimensional Lotka-Volterra map. International Journal of Bifurcation and Chaos, 35, 03 (2025).

S.S. Muni, Discontinuous-like periodic transitions and coexistence of mode-locked orbits in delayed Moran-Ricker map, International Journal of Dynamics and Control, 13(5), 198, (2025).

W. Tikjha, S.S. Muni, Explicit 2-cycle solutions and bifurcation structures in a non-invertible planar rational map. Int. J. Dynamics and Control 13, 184 (2025).

I. Ghosh, H.O. Fatoyinbo, S.S. Muni, Time series analysis of coupled slow–fast neuron models: From Hurst exponent to Granger causality, Chaos, 35, (2025).

I. Ghosh, H.O. Fatoyinbo, S.S. Muni, Comprehensive analysis of slow-fast denatured Morris-Lecar neurons, Physical Review E, 111, 044204, 2025.

VS Vismaya, S.S. Muni, A.K. Panda, B Mondal, Degn–Harrison map: Dynamical and network behaviours with applications in image encryption, Chaos, Solitons & Fractals, 192, 115987, 2025.

E Rybalova, A Ryabov, S.S. Muni, G Strelkova, Coherence-resonance patterning in neural map networks under Gaussian and L´evy noise, The European Physical Journal Special Topics, 1-12, 2025.

G.M. Ramırez- Avila, S.S. Muni, T. Kapitaniak, Unfolding the distribution of periodicity regions and diversity of chaotic attractors in the Chialvo neuron map, Chaos (Editors Pick), 34(8), 2024

J.S. Ram, S.S. Muni, I.A. Shepelev, Spatiotemporal patterns in a 2D lattice of Hindmarsh-Rose neurons induced by high-amplitude pulses, Chaos Solitons & Fractals, 189(1), 2024.

Joelson D. V. Hermes, Matheus Hansen, Sishu S. Muni, Edson D. Leonel, Iberˆe Luiz Caldas, Analysis of invariant spanning curves in oval billiards: A numerical approach based on Slater’s theorem, Chaos: AIP, 35, 033132,2025.

I.D. Kolesnikov, A.V. Bukh, S.S. Muni, J.S. Ram, Impact of L´evy noise on spiral waves in a lattice of Chialvo neuron map, Chaos, Solitons & Fractals, 190, 115759, 2024

A. S. Nair, I. Ghosh, H. O. Fatoyinbo, S. S. Muni, On the higher-order smallest ring star network of Chialvo neurons under diffusive couplings, Chaos, 2024 (Accepted), DOI: 10.1063/5.0217017.

E. Rybalova, A. Ryabov, S.S. Muni, G. Strelkova, L´evy Noise-Induced Coherence Resonance in Neural Maps, Chaos, Solitons, and Fractals, 2024, https://doi.org/10.1016/j.chaos.2024.115210.

B Mondal, P Majumdar, A Sarkar, SS Muni, Chaos to stability: the role of memory in tri-trophic food chain dynamics, Journal of Applied Mathematics and Computing, 72 (1), 38, 2025

P Swetha, JS Ram, DS Varghese, AS Nair, AM Suresh, C Davis, CR Remya, AS Abhirami, A Hareendran, N Fathima, SS Muni, AV Bukh, The influence of L´evy noise and delay on the spiral waves in one and two-dimensional lattices of coupled Chialvo neurons, Chaos, Solitons & Fractals, 202, 117523, 2025

Harisankar R., Abhishek Kaushik, Sishu Shankar Muni, Path planning for multi-quadrotor 3D boundary surveillance using non-autonomous discrete memristor hyperchaotic system, Franklin Open,100239, 2025.

Vismaya VS, B.V. Nair, S.S. Muni, Deep learning for prediction and classifying the dynamical behaviour of piecewise-smooth maps, Franklin Open, 100180 , 2024

K Srinivasan, G Sivaganesh, TF Fozin, RG Pradeep, SS Muni, Symmetry, chaos control and hysteresis in a second-order non-autonomous circuit with square-wave excitation, The European Physical Journal Plus 139 (11), 1-16

Soula, Y., S.S. Muni, Ouahabi, R. Dynamical behavior and bifurcations in a two-dimensional discrete chaotic system with a rational fraction. J. Appl. Math. Comput. (2024).https://doi.org/10.1007/s12190-024-02315-w

BF Boui A Boya, S.S. Muni, JL Echenausıa-Monroy, J Kengne, Chaos, synchronization, and emergent behaviors in memristive hopfield networks: bi-neuron and regular topology analysis, The European Physical Journal Special Topics, 1-15, 2024.

S.S. Muni, Unstable periodic orbits and hyperchaos in 2D quadratic memristor map. Franklin Open, 100193 (2024).

I. Ghosh, A.S. Nair, H.O. Fatoyinbo, S.S. Muni. Dynamical properties of a small heterogeneous chain network of neurons in discrete time. Eur. Phys. J. Plus, 139, 545 (2024).

J.L. Echenausıa-Monroy, R.C. Garcıa, H.E.G. Velazquez, S.S. Muni, J.Alvarez-Gallegos, Predicting Tipping Points in a Family of PWL Systems: Detecting Multistability via Linear Operators Properties, Chaos Theory and Applications, 6(2), 73-82, https://doi.org/10.51537/chaos.1376123, 2024

D. Mukherjee, S.S. Muni, H.O. Fatoyinbo, A dynamical system framework for a mathematical model of atherosclerosis, Franklin Open, 100116, 2024

Srinivasan, K., Sivaganesh, G., Fozin, T.F., R. G. Pradeep, S.S. Muni, Symmetry, chaos control and hysteresis in a second-order non-autonomous circuit with square-wave excitation. Eur. Phys. J. Plus 139, 985 (2024).

Vismaya V.S., B.V. Nair, S.S. Muni, Deep learning for prediction and classifying the dynamical behaviour of piecewise-smooth maps, Franklin Open, 100180, (2024).

T.Haridas, Upasana S.D., Vyshnavi G., M. S. Krishnan, S. S. Muni, Chaos-based audio encryption: Efficacy of 2D and 3D hyperchaotic systems, Franklin Open, 8, 2024

Vimalkumar PS, Neethu S, Vishnu PM, Sherin DR, Madhukrishnan M, Anuja GS, Radhakrishnan KV, Maiti KK. Exploring apoptotic induction of malabaricone A in triple-negative breast cancer cells: An acylphenol phyto-entity isolated from Myristica malabarica. RSC Med Chem. 2024;15(10):3558-3575.

Anuja GJ, Biji M, Vishnu M, Sherin DR, Alisha V, Vimalkumar PS, Radhakrishnan KV, Maiti KK. A comprehensive apoptotic assessment of niloticin in cervical cancer cells: A tirucallane-type triterpenoid from Aphanamixis polystachya. RSC Med Chem. 2024;15:3444-3459.

Aswathy M, Parama D, Hegde M, Sherin DR, Lankalapalli RS, Radhakrishnan KV, Kunnumakkara AB. Natural prenylflavones from the stem bark of Artocarpus altilis: Promising anticancer agents for oral squamous cell carcinoma targeting the Akt/mTOR/STAT-3 signaling pathway. ACS Omega. 2024;9(23):24252-24267.

Exploring the Theoretical Foundations of Thermally Activated Delayed Fluorescence (TADF) Emission: A Comprehensive TD-DFT Study on Phenothiazine Systems, Moumita Banerjee, Anakuthil Anoop, Chemistry – A European Journal, 2024, DOI: 10.1002/chem.202304206

Potential Prebiotic Pathways in Extraterrestrial Atmosphere: A Computational Exploration of HCN and NH3 Reactions, Sunanda Panda, Anakuthil Anoop, ACS Earth and Space Chemistry, 2024, DOI:10.1021/acsearthspacechem.3c00321

Numerical simulation of three-dimensional free surface fluid sloshing with ALE finite element method, Journal of Propulsion Technology, 2024, Bhanu Teja, Shweta Srivastava,  https://doi.org/10.52783/tjjpt.v45.i02.6627

Radhakrishnan, T., Manojkumar T.K. (2024). Spatial Prediction of Soil Micronutrients using Supervised Self-Organizing Maps. Journal of Agriculture and Food Research, 15, 101033. doi:10.1016/j.jafr.2024.101033

Repurposing Bial’s Reaction to Engender Donor–Acceptor Stenhouse Adducts: A Computational Investigation”, Moumita Banerjee, Prakash R. Chandran, Sobha Vijayan Nair, Anakuthil Anoop, Journal of Photochemistry and Photobiology A: Chemistry, 2024, 449, 115408, DOI:10.1016/j.jphotochem.2023.115408

Computational Studies on the Tropylium-Catalyzed Carboxylic Acid O-H Insertion with Diazoesters: The Role of Homoaromaticity, Anakuthil Anoop, Venkataraman Ganesh European Journal of Organic Chemistry, 2023, DOI: 10.1002/ejoc.202300658

Exploring the Chemical Space of C 2 H 3 NO Isomers and Bimolecular Reactions with Hydrogen Cyanide and Formaldehyde: Insights into the Emergence of Life”, Sunanda Panda, Ayusman Chiranjibi, Devesh Awasthi, Subhas Ghosal, and Anakuthil Anoop, ACS Earth and Space Chemistry, 2023, 7(9), 1739–1752, DOI: 10.1021/acsearthspacechem.3c00113

Nanoclusters and Nanoalloys of Group 13 Elements (B, Al, and Ga): Benchmarking of Methods and Analysis of their Structures and Energies, Maya Khatun, Pratik Sarkar, Sunanda Panda, Lazumla T. Sherpa, and Anakuthil Anoop Physical Chemistry Chemical Physics, 2023, 25, 19986 – 20000 DOI: 10.1039/D2CP05833B

Performance of Density Functionals and Semiempirical 3c Methods for Small Gold–Thiolate Clusters” Maya Khatun, Sayan Paul, Saikat Roy, Subhasis Dey, and Anakuthil Anoop The Journal of Physical Chemistry A, 2023, 127, 10, 2242–2257. DOI: 10.1021/acs.jpca.2c07561

G. S. Sreedaya, R. Ajith Kumar, Archana T Shaji, Riza Mathew, Exploring Urban Agriculture’s Impact on Ecosystem Services and Beneficiary Characteristics, Journal of Agricultural Extension Management, Vol. 24 No. 2 (2023)

Radhakrishnan, T., Manojkumar T.K. (2023). Citation network analysis of geostatistical and machine learning based spatial prediction. Spatial Information Research, 31(6), 625–636. doi:10.1007/s41324-023-00526-0

Radhakrishnan, T., Manojkumar T.K. (2023). A novel ensemble method for Spatial Prediction of Soil Organic Carbon. Journal of Data Acquisition and Processing, 38(2), 3625–3637. doi:10.5281/zenodo.777248

Lukose C. M., Kumar R.A., Radhakrishnan T. (2023). Seasonal Analysis of GroundWater Recharge using GIS and Remote Sensing Techniques. 2023 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS). doi:10.1109/migars57353.2023.10064600

V. Santos, M. Sales, S.S. Muni, J.D. Szezech Jr, A. M. Batista, S. Yanchuk, J. Kurths. Identification of single-and double-well coherence-incoherence patterns by the binary distance matrix, Communications in Nonlinear Science and Numerical Simulation, 1007-5704, 2023.

A.V. Bukh, I.A. Shepelev, E.M. Elizarov, S.S. Muni, E. Sch¨oll, G.I. Strelkova. Role of coupling delay in oscillatory activity in autonomous networks of excitable neurons with dissipation,Chaos, 33(7),2023.

I. Ghosh, S.S. Muni, H.O. Fatoyinbo. On the analysis of a heterogeneous coupled network of memristive Chialvo neurons, Nonlinear Dynamics, 2023.

Z.T. Njitacke, S.S. Muni, S. Seth, J. Awrejcewicz, J. Kengne. Complex dynamics of a heterogeneous network of Hindmarsh Rose neurons, Physica Scripta, 98(4), 2023.

E. Rybalova, S.S. Muni, and G. Strelkova, Transition from chimera/solitary states to traveling waves, Chaos, 33, 033104, 2023.

S. Kanagaraj, S.S. Muni, A. Karthikeyan, R. Karthikeyan. A chaotic Hartley oscillator with fractional-order JFET and its network behaviors, Eur. Phys. J. Spec. Top., 98: 085205, 2023.

S.S. Muni, S. Banerjee. Bifurcations of mode-locked periodic orbits in three-dimensional maps, International Journal of Bifurcation and Chaos,33(10):2330025, 2023.

S.S. Muni. Mode-locked orbits, doubling of invariant curves in discrete Hindmarsh-Rose neuron model, Physica Scripta, 98: 085205, 2023.

Sreelakshmi, S., & Anoop, V. S. A deep convolutional neural network model for medical data classification from computed tomography images. Expert Systems, Wiley, e13427.

Gurram, V. K., Sanil, J., Anoop, V. S., & Asharaf, S. (2023). String Kernel-Based Techniques for Native Language Identification. Human-Centric Intelligent Systems, Springer, 1-14.

Anoop, V. S., & Sreelakshmi, S. (2023). Public discourse and sentiment during Mpox outbreak: an analysis using natural language processing. Public Health, Elsevier, 218, 114-120.

Chandran, N. V., Anoop, V. S., & Asharaf, S. (2023). Topicstriker: A topic kernels-powered approach for text classification. Results in Engineering, Elsevier, 17, 100949.

Prakash, R., Anoop, V. S., & Asharaf, S. (2022). Blockchain technology for cybersecurity: A text mining literature analysis. International Journal of Information Management Data Insights, Elsevier, 2(2), 100112.

Anoop, V. S., & Goldston, J. (2022). Decentralized finance to hybrid finance through blockchain: a case-study of acala and current. Journal of Banking and Financial Technology, Springer, 6(1), 109-115.

Jennath, H. S., Anoop, V. S., Asharaf, S., & Saji, G. (2021). ChitChain: a blockchain-based technology framework for trust enablement in decentralized chit funds. CSI Transactions on ICT, Springer, 9(4), 215-224.

 Anoop, V. S., Deepak, P., & Asharaf, S. (2021). A distributional semantics-based information retrieval framework for online social networks. Intelligent Decision Technologies, IOS Press, 15(2), 189-199.

Akhil, K. K., Rajimol, R., & Anoop, V. S. (2020). Parts-of-Speech tagging for Malayalam using deep learning techniques. International Journal of Information Technology, Springer, 12, 741-748

Rajimol, R., & Anoop, V. S. (2020). A framework for named entity recognition for Malayalam—A Comparison of different deep learning architectures. Natural Language Processing Research, 1(1-2), 14-22.

Surya Philip, D. R. Sherin, T. K. Manojkumar, T. C. Badisha Banu and Reny Mary Roy, Molecular docking and simulation studies of some pyrazolone- based bioactive ligands targeting the NF- κB signaling pathways, Molecular Diversity, 2023

D. R. Sherin* and T. K. Manojkumar*, Molecular simulations of CRANADs to disclose a specific cyanide sensor in aqueous media, Computational and Theoretical Chemistry, Volume 1217, November 2022.

Shabna Anwar, Jayesh Antony, Vinod Vijayakurup, MinakshiSaikia, Archana P. Retnakumari, Vijayasteltar B Liju, Amrutha Nisthul A, D. R Sherin, JannetSomaraj, Aiswarya U S, Vijai V Alex, Sankar Sundaram, Uma Subramanian Unni, Smitha V Bava, Nikhil PonnoorAnto, Sophia Ran, SadasivanChittalakkottu, and Ruby John Anto*, Pharmacological attenuation of melanoma by tryptanthrin pertains to the suppression of MITF-M through MEK/ERK signaling axis, Cellular and Molecular Lifesciences, 2022.

K. R. Raghi, D. R. Sherin, T. M. Archana, M. J. Saumya and T. K. Manojkumar*, Identification of potent ABL inhibitors from coumestrol: An integrative in silico approach, Journal of Computational Biophysics & Chemistry, 2022.

Sony Udayan*, Alina C Kuriakose, Priya Mary, D. R. Sherin, TK Manojkumar, VPN Nampoori, Sheenu Thomas, Experimental and theoretical investigation on the nonlinear optical properties of LDS 821 dye in different solvents and DNA, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 272(5), 2022.

Renjith Sasi, Sasidharan L. Sreejith, Gopika Ramesh, D. R. Sherin, Jyothi E. Kaviyil, Willi Paul, Roy Joseph*, Ionic liquid based antimicrobial coating on polymeric surface: a green chemistry approach, Results in Surfaces and Interfaces, Volume 5, 2021.

D. R. Sherin, T. K. Manojkumar, Exploring the selectivity of guanine scaffold in anticancer drug development by computational repurposing approach, Scientific reports 11, 2021.

Sony Udayan*, Drishya Elizebath, D.R. Sherin, Vakayil K.Praveen, Sini Sunny, Purushothaman Jayamurthy, T. K. Manojkumar, V.P.N. Nampoori, Sheenu Thomas, Hexamethine hemicyanine dye as a thermo-optical probe for serum albumin, Optics & Laser Technology, Volume143, 2021.

Neethu S., M. G. Govind, Vimalkumar P.S., Biji M., Sherin D. R., Mathew Dan, K.V. Radhakrishnan*, Novel Flavonoids from the aerial parts of Unexplored and Endangered Wild nutmeg Species Myristicabeddomei subsp. spherocarpa W.J. de Wilde, Phytochemistry Letters, Volume 45, 2021.

Murugan Thulasi Meenu, Anila Rose, D. R.Sherin, Aiswarya Raveendran Nair, T. K.Manojkumar, K. V. Radhakrishnan, AnithaVarghese, A protoberberine alkaloid based ratiometric pH-responsive probe for the detection of diabetic ketoacidosis, Dyes and Pigments, Volume 194, 2021.

D. R. Sherin, N.Sharanya, T. K.Manojkumar, Potential drug leads for SARS-CoV2 from phytochemicals of Aervalanata: a Machine Learning approach, VirusDisease, 32, 2021.

B. Prabha, S. Sini, D. R. Sherin,S. Neethu, K. B. Rameshkumar, T. K. Manojkumar, P. Jayamurthy and K. V. Radhakrishnan*, Promalabaricone B from MyristicafatuaHoutt. var. magnifica (Bedd.) Sinclair seeds demonstrate antidiabetic potential by inhibiting carbohydrate hydrolyzing enzymes, protein glycation and modulating glucose uptake via the activation of AMPK in L6 myotubes, Natural Product Research, 35(5), 2021.

D. R. Sherin, T. K.Manojkumar, R. C. Prakash, V. N.Sobha, Molecular docking and dynamics simulation study of telomerase inhibitors as potential anti-cancer agents, Materials Today: Proceedings 46, 2021.

Aswathy M., Kishore B., Dey P., Sasikumar P., Choudhary H., Anuja G. J., Sherin, D. R., Manojkumar T. K., Ajaikumar B. K. and Radhakrishnan K. V., Exploring the cytotoxic effects of the extracts and bioactive triterpenoids from Dilleniaindicaagainst oral squamous cell carcinoma: A scientific interpretation and validation of indigenious knowledge, ACS Pharmacol. Transl. Sci., 2021.

Sony U*, Sherin D. R., Vijaykumar S., Manojkumar T. K., Nampoori, V. and Sheenu T., Exploring LDS 821 dye as a potential NIR probe for two photon imaging of amyloid fibrils, Biomater. Sci., 2020.

Saumya M J, Raghi K. R., Sherin D. R., Haridas K R, Manoj Kumar T K*, Butterfly methanes: Designing a novel class of anti‐van’t Hoff carbons, ChemPhysChem., 2020.

D. R. Sherin* and T. K. Manojkumar*, Significance of five membered heterocycles in fine tuning of HOMO-LUMO gap of simple donor-acceptor system as organic solar cell material: A DFT approach, Materials Today: Proceedings, 2020.

A. M. Thomas, D. R. Sherin, S. Asha, T. K. Manojkumar, G. Anilkumar*, Exploration of the mechanism and scope of the CuI/DABCO catalysed CS coupling reaction, Polyhedron, 2020.

Jayadev S Arya,Manu M. Joseph, D. R.Sherin, Jyothi B. Nair,T.K Manojkumar,and Kaustabh K. Maiti, Exploring Mitochondria Mediated Intrinsic Apoptosis by New Phy-tochemical Entities: An Explicit Observation of Cytochrome c Dy-namics on Lung and Melanoma Cancer Cells, J. Med. Chem., 62, 2019,

D. R. Sherin, C. K. Geethu, J. S. Dileep and T. K. Manojkumar*, Homology modeling of the receptor and 3D-QSAR, molecular docking and dynamics simulations of arylpiperazine derivatives of 3,5-dioxo-(2H,4H)-1,2,4-triazine as 5-HT 1A R agonists, Comp. Biol Chem, 78, 2019.

Akhila, V.R., Priya Rani, M., Sherin, D. R., Krishnapriya, K.G., Manojkumar, T. K. and Rajasekharan, K.N.*, Mechanochemical synthesis of novel 4- amino-2-arylamino-5-(benzofuran-2-oyl)thiazoles as antidiabetic agents, Letters in Organic Chemistry, volume 16, 2019.

Greeshma G., Prabha B., Alfred J., Reshmitha T. R., Sherin D. R., Sabu M., Manojkumar T. K., Radhakrishnan K. V.*, “Antidiabetic properties of apiforol, a potential lead isolated from the seeds of Musa balbisiana”, J. Food and Agriculture, Wiley, 2019.

Prabha B, Neethu S, Lekshmy Krishnan S, Sherin D. R., Ananthakrishnan R, Rameshkumar K. B., Jayamurthy P, Madhukrishnan M, T.K. Manoj Kumar, Radhakrishnan K. V.*, “Antidiabetic Potential of Phytochemicals Isolated from the Stem Bark of MyristicafatuaHoutt. var. magnifica (Bedd.) Sinclair”, Bioorganic & Medicinal Chemistry, 2018.

P. Sasikumar, P. Sharathna, B. Prabha, S. Varughese, N. Anil Kumar, V. V. Sivan, D. R. Sherin, E. Suresh, T. K. Manojkumar, K. V. Radhakrishnan, “Natural Dihydro-β-agarofuran-Type Sesquiterpenoids as α-glucosidase inhibitors from the seeds of Celastruspaniculatus”, Phytochemistry Letters, 2018.

D. R. Sherin * , T. K. Manojkumarand K. N. Rajasekharan, Logic operations based on analyte response of CRANAD-1: A simple molecular switch acts as acid-base sensor, Chemistry Select, 2018.

Raghi K R, Sherin D. R., Saumya M J, Arun P S, Sobha V. N. and Manojkumar T K*, Computational Study of Molecular Electrostatic Potential, Docking and Dynamics Simulations of Gallic acid derivatives as ABL inhibitors, Computational Biology and Chemistry, 2018.

D. R. Sherin* and K. N. Rajasekharan, Studies on the antioxidant activities of mechanochemically synthesized 1-aryl-3,5-bis(styryl)pyrazoles as curcuminoids derived CNB 001 analogs, Ind. J. Het. Chem., 2016.

D. R. Sherin * , T. K. Manojkumarand K. N. Rajasekharan, CRANAD-1 as a cyanide sensor in aqueous media: A theoretical study, RSC Adv., 2016.

D. R. Sherin* and K. N. Rajasekharan, Curcuminoid-derived 3,5- bis(styryl)isoxazoles – Mechanochemical synthesis and antioxidant activity, J. Chem. Sci., 2016.

D. R. Sherin and K. N. Rajasekharan*, Mechanochemical synthesis and antioxidant activity of curcumin-templated azoles, Arch.Pharm., doi.org/10.1002/ardp.201500305, 2015.

Sherin, D. R., Thomas, S. G. and Rajasekharan, K. N., Mechanochemical synthesis of 2,2-difluoro-4,6-bis(β-styryl)-1,3,2-dioxaborines and their use in cyanide ion sensing, Het. Commun., 2015.

Mayadevi, M., Sherin, D. R., Keerthi, V. S., Rajasekharan, K. N. and Omkumar, R. V., Curcumin is an inhibitor of calcium/calmodulin dependent protein kinase II, Bioorg. Med. Chem., 2012.

JE Steephen, S Kummetha, SC Obbineni, RS Bapi, Mood‐congruent biases in facial emotion perception and their gender dependence, International Journal of Psychology 56 (3), 378-386

JE Steephen, SC Obbineni, S Kummetha, RS Bapi, HED-ID: An Affective Adaptation Model Explaining the Intensity-Duration Relationship of Emotion, IEEE Transactions on Affective Computing 11 (4), 736-750

Jayadev S Arya,Manu M. Joseph, D. R.Sherin, Jyothi B. Nair,T.K Manojkumar,and Kaustabh K. Maiti, Exploring Mitochondria Mediated Intrinsic Apoptosis by New Phy-tochemical Entities: An Explicit Observation of Cytochrome c Dy-namics on Lung and Melanoma Cancer Cells, J. Med. Chem., 62, 2019,

Conference Publications

Chandran, N. V., Anoop, V. S. & Asharaf, S., (2023). Textual semantics analysis using string kernels-based spectral clustering with incremental hierarchical topic clustering. 23rd International Conference on Intelligent Systems Design and Applications (ISDA 2023), Lecture Notes in Network and Systems, Springer

Devika, N., Anoop, V. S. & Jose T. (2023). Biomedical Named Entity Recognition from Malaria Literature using BioBERT, 9th International Conference on Smart Computing and Communication (ICSCC ’23), IEEE Xplore.

Ardra, K.,Anoop, V. S. & Prashanth P. (2023). OralMedNER: A Named Entity Recognition System for Oral Medicine and Radiology, 9th International Conference on Smart Computing and Communication (ICSCC ’23), IEEE Xplore

Subin Krishna, C., & Anoop, V. S. (2023). Figurative Health-mention Classification from Social Media using Graph Convolutional Networks, 9th International Conference on Smart Computing and Communication (ICSCC ’23), IEEE Xplore

Anoop, V. S., Jose, T., & Hareesh, U. G., (2023). We chased COVID-19; Did we forget Measles? – public discourse and sentiment analysis on spiking Measles cases using natural language processing, The 16th Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI ’23), Lecture Notes in Computer Science (LNCS), Springer

Visakh, P. R., Meena, P. N. & Anoop, V. S. (2023). Conversational artificial intelligence in digital healthcare: A bibliometric analysis, The 16th Multi-Disciplinary International Conference on Artificial Intelligence, Lecture Notes in Computer Science (LNCS), Springer

Anoop, V. S. (2023). Sentiment classification of Diabetes-related tweets using transformer-based deep learning approach, The 7th International Conference on Advances in Computing and Data Sciences (ICACD), Communications in Computer and Information Science (CCIS), Springer

John, R., Anoop, V. S., & Asharaf, S. (2023). Health Mention Classification from User-Generated Reviews Using Machine Learning Techniques. In Proceedings of International Conference on Information Technology and Applications: ICITA 2022 (pp. 175-188). Springer Nature Singapore.

Jickson, S., Anoop, V. S., & Asharaf, S. (2023). Machine Learning Approaches for Detecting Signs of Depression from Social Media. In Proceedings of International Conference on Information Technology and Applications: ICITA 2022 (pp. 201-214). Springer Nature Singapore

Adarsh, S., Anoop, V. S., & Asharaf, S. (2022). Distributed Consensus Mechanism with Novelty Classification Using Proof of Immune Algorithm. In International Conference on Innovative Computing and Communications: Proceedings of ICICC 2022, Volume 2 (pp. 173-183). Springer Nature Singapore.

Chandran, N. V., Asharaf, S., & Anoop, V. S. (2022). String Kernels for Document Classification: A Comparative Study. In 2022 International Conference on Innovative Trends in Information Technology (ICITIIT) (pp. 1-6). IEEE.

Adarsh, S., Asharaf, S., & Anoop, V. S. (2022). Sentence-Level Document Novelty Detection Using Latent Dirichlet Allocation with Auto-Encoders. In International Conference on Innovative Computing and Communications: Proceedings of ICICC 2021, Volume 3 (pp. 511-519). Springer Singapore.

Lekshmi, S., & Anoop, V. S. (2022). Sentiment Analysis on COVID-19 News Videos Using Machine Learning Techniques. In Proceedings of International Conference on Frontiers in Computing and Systems: COMSYS 2021 (pp. 551-560). Springer Nature Singapore

Varghese, M., & Anoop, V. S. (2022). Deep Learning-Based Sentiment Analysis on COVID-19 News Videos. In Proceedings of International Conference on Information Technology and Applications: ICITA 2021 (pp. 229-238). Springer Nature Singapore

D. R. Sherin and T. K. Manojkumar, “Repurposing of purine based antiviral drugs as non-small-cell lung cancer chemotherapeutics”, International Conference on Advances in Degenerative Diseases and Molecular Interventions (ADDMI) by SODD, Hycinth Sparsa, 2017.

D. R. Sherin and T. K. Manojkumar, “Virtual screening of novel curcuminoid pyrazole analogs as kinase inhibitor.”, International Conference on Drug Design by Schrodinger, JNU Convention Center, JNU New Delhi, 2017.

Sherin, D. R., Athira, G. K., Divya, V. R., Rekhakrishnan, G. and Rajasekharan, K. N., “Simple Green Synthesis of 2,2-Difluoro-4,6-bis[β-(4-N,N- dimethylphenyl)ethenyl]-1,3,2-dioxaborine – an NIR probe”, 14 th NSC and 6 th CRSI-RSC Symposium in Chemistry, NIIST, CSIR- Thiruvananthapuram, February 2012

Sherin, D. R. and K. N. Rajasekharan, “Microwave Assisted Synthesis of Curcuminoid Pyrazoles”, Recent trends in Chemical Sciences: Frontiers and Challenges, University of Kerala, Thiruvananthapuram, 2011

Sherin, D. R., Thomas, S. G. and K. N. Rajasekharan, “Microwave Synthesis of Curcumin-templatedHeterocycles”, Emerging Trends in Phytochemistry, Thiruvananthapuram, 2011

Sherin, D. R., Thomas, S. G. and Rajasekharan, K. N., “Green Synthesis of Curcuminoid Pyrazoles”, Perspectives in Natural Product Chemistry, Thiruvananthapuram, 2009.

Shamjid P, Anjusree S, Yoosuf Ameen M and V S Reddy, “Performance enhancement of polymer solar cells by incorporating Ag nanoparticles at an indium tin oxide/MoO3 buffer layer interface,” Semiconductor Science and Technology 32, 065010 (2017).

Shamjid P, Abhijith T, Vivek P, Joel C S and V S Reddy, “Plasmonic effects of Ag nanoparticles for absorption enhancement in polymer solar cells with MoO3 passivation layer,” Physica B: Condensed Matter 560, 174-184 (2019).

Abhijith T, Shamjid P, and V S Reddy, “Influence of Ag Nanostructure Location on the Absorption Enhancement in Polymer Solar Cells,” ACS Applied Materials and Interfaces 10, 32483-32491 (2018).

Abhijith T, Shamjid P, and V S Reddy, “Multi-positional silver nanostructures for high absorption enhancement in polymer solar cells,” Organic Electronics 73, 311-316 (2019).

Yoosuf Ameen M, Shamjid P, Abhijith T and V S Reddy, “Solution-processed transition metal oxide anode buffer layers for efficiency and stability enhancement of polymer solar cells,” Optical Materials 75, 491-500 (2018).

Yoosuf Ameen M, Shamjid P, Abhijith T, Thulasi Radhakrishnan and V S Reddy “Stability enhancement of P3HT:PCBM polymer solar cells using thermally evaporated MoO3 anode buffer layer,” Physica B: Condensed Matter 530 (2018), 201–207.

N Bindu, R Ajith Kumar, T Radhakrishnan, TK Manoj Kumar, K Satheesh Kumar Virtual Realities: The Influence of the Metaverse on Healthcare E-Governance (https://10.1201/9781003491668-13)

Sherin D R,Theory, Modelling, and Simulation in Supercapacitors, in Polymer Nanocomposites in Supercapacitors, CRC Press, Taylor & Francis, ISBN: 978-1-032-00545-4

Ajith, Kumar R., Radhakrishnan, T., Manoj, Kumar T. K., Dawn, Sivan and Satheesh, Kumar K.. “7 Software Development: No-Code and Low- Code with Generative AI”. Generative AI for Software Development: Code Generation, Error Detection, Software Testing, edited by S. Balasubramaniam and Seifedine Kadry, De Gruyter, 2025, pp. 145-174. https://doi.org/10.1515/9783111677798-007

Shweta Srivastava, Simulation of two-phase flows with surfactants, in Topical Problems in Theoretical and Applied Mechanics, Elite Publishing House Pvt. Ltd., 2013, ISBN: 978-81-88901-55-5

Anoop, V. S., Asharaf, S., Goldston, J., &Williams, S. (Eds.). (2022). Blockchain for Industry 4.0: Blockchain for Industry 4.0: Emergence, Challenges, and Opportunities. CRC Press, Taylor and Francis

Book Chapters

Usharani Hareesh Govindarajan & Anoop, V. S. (2023) Immersive and Lifelong Learning Experiences in Metaverse and Web 3.0. Exploring the Metaverse: Challenges and Applications, Elsevier.

Sreelakshmi, S., & Anoop, V. S. (2023) Cognitive Computing and Big Data for Digital Health: Past, Present, and the Future. In Era of Artificial Intelligence (pp. 55-66). Chapman and Hall/CRC.

 Anoop, V. S., & Asharaf, S. (2022). Integrating artificial intelligence and blockchain for enabling a trusted ecosystem for healthcare sector. In Intelligent Healthcare: Infrastructure, Algorithms and Management (pp. 281-295). Springer Nature, Singapore.

Anoop, V. S., Adarsh, S., & Asharaf, S. (2022). Artificial Intelligence and the Blockchain in Smart Agriculture: Emergence, Opportunities, and Challenges. Artificial Intelligence and Smart Agriculture Technology (pp. 43-55). CRC Press, Taylor and Francis

Chandran, N. V., Anoop, V. S., & Asharaf, S. (2022). A Topic Modeling-Guided Framework for Aspect-Oriented Sentiment Analysis on Social Media. In Handbook of Research on Opinion Mining and Text Analytics on Literary Works and Social Media (pp. 132-146). IGI Global

Anoop, V. S. (2021). Text Mining and Natural Language Processing for Health Informatics: Recent Trends and the Way Forward. Machine Learning and Data Analytics for Predicting, Managing, and Monitoring Disease (pp. 111-121). IGI Global.

Sreelakshmi, S., & Anoop, V. S. (2021). Prediction of Neurological Disorders Using Visual Saliency: Current Trends and Future Directions. In Machine Learning and Data Analytics for Predicting, Managing, and Monitoring Disease (pp. 1-11). IGI Global.

Anoop, V. S., Chandran, N. V., & Asharaf, S. (2021). A meaning-aware information search and retrieval framework for healthcare. InWeb Semantics (pp. 165-176). Academic Press, Elsevier

Sherin, D. R., Theory, Modelling, and Simulation in Supercapacitors, Chapter 1, “Polymer Nanocomposites in Supercapacitors” , CRC Press.

Tharion, J., Steephen, J. E., Joseph, J., & Ismavel, V. A. (2023). A gravity-driven apparatus for blood salvage and autotransfusion (Indian Patent Application No. 202341015667).

Device for preventing urethral balloon inflation complications (Patent Application No. 202441090389)

Patent No.: 533589, Application number: 201941012155
Name of inventors: Dr K. Satheesh Kumar, Dr Drisya G. V., Dr Valsaraj P.
Title: A MACHINE LEARNING-BASED WIND SPEED PREDICTION SYSTEM FOR HIGHER ALTITUDE USING LOWER WIND MAST