3 papers
cs.LG2026
Quantum Circuit Simulation of Compartmental Drug Dynamics: Leveraging Variational Algorithms for Nonlinear Mixed-Effects Population Pharmacokinetics
Isshaan Singh, Nandan Patel
Population pharmacokinetic/pharmacodynamic (PK/PD) modeling traditionally relies on classical ordinary differential equations to simulate drug dynamics. In this work, we reformulat…
cs.LG2025
Interpretable Hybrid Deep Q-Learning Framework for IoT-Based Food Spoilage Prediction with Synthetic Data Generation and Hardware Validation
Isshaan Singh, Divyansh Chawla, Anshu Garg +5
The need for an intelligent, real-time spoilage prediction system has become critical in modern IoT-driven food supply chains, where perishable goods are highly susceptible to envi…
cs.CE2025
A User-Tunable Machine Learning Framework for Step-Wise Synthesis Planning
Shivesh Prakash, Nandan Patel, Hans-Arno Jacobsen +1
We introduce MHNpath, a machine learning-driven retrosynthetic tool designed for computer-aided synthesis planning. Leveraging modern Hopfield networks and novel comparative metric…