Abhishek Sivaram

17 papers Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Arbitrage equilibria in active matter systems. Comput. Chem. Eng. Venkat Venkatasubramanian, Abhishek Sivaram, N. Sanjeevrajan, Arun Sankar E. M.
2025	J	`jnl`	Dynamics of batch protein precipitation. Comput. Chem. Eng. Amirkiarash Ehtesham, Abhishek Sivaram, Sara Danielle Siegel, John van Zanten, Seyed Soheil Mansouri
2025	J	`jnl`	Jaynes machine: The universal microstructure of deep neural networks. Comput. Chem. Eng. Venkat Venkatasubramanian, N. Sanjeevrajan, Manasi Khandekar, Abhishek Sivaram, Collin Szczepanski
2025	J	`jnl`	Models, modeling and model-based systems in the era of computers, machine learning and AI. Comput. Chem. Eng. Seyed Soheil Mansouri, Abhishek Sivaram, Christopher J. Savoie, Rafiqul Gani
2024	J	`jnl`	Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game. CoRR Venkat Venkatasubramanian, Jessica Shi, Leo Goldman, Arun Sankar E. M., Abhishek Sivaram
2023	J	`jnl`	Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents. Entropy Abhishek Sivaram, Venkat Venkatasubramanian
2023	—	`—`	Machine Learning Framework for Causal Modeling for Process Fault Diagnosis and Mechanistic Explanation Generation Abhishek Sivaram
2022	J	`jnl`	A unified theory of emergent equilibrium phenomena in active and passive matter. Comput. Chem. Eng. Venkat Venkatasubramanian, Abhishek Sivaram, Laya Das
2021	J	`jnl`	AI-DARWIN: A first principles-based model discovery engine using machine learning. Comput. Chem. Eng. Arijit Chakraborty, Abhishek Sivaram, Venkat Venkatasubramanian
2021	J	`jnl`	Robust and efficient swarm communication topologies for hostile environments. Swarm Evol. Comput. Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
2020	J	`jnl`	Hidden representations in deep neural networks: Part 1. Classification problems. Comput. Chem. Eng. Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
2020	J	`jnl`	Hidden representations in deep neural networks: Part 2. Regression problems. Comput. Chem. Eng. Laya Das, Abhishek Sivaram, Venkat Venkatasubramanian
2020	J	`jnl`	Incorporating prior knowledge about structural constraints in model identification. CoRR Deepak Maurya, Sivadurgaprasad Chinta, Abhishek Sivaram, Raghunathan Rengaswamy
2020	J	`jnl`	Mechanism discovery and model identification using genetic feature extraction and statistical testing. Comput. Chem. Eng. Arijit Chakraborty, Abhishek Sivaram, Lakshminarayanan Samavedham, Venkat Venkatasubramanian
2020	J	`jnl`	Robust and Efficient Swarm Communication Topologies for Hostile Environments. CoRR Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
2019	J	`jnl`	A hierarchical approach for causal modeling of process systems. Comput. Chem. Eng. Resmi Suresh, Abhishek Sivaram, Venkat Venkatasubramanian
2019	J	`jnl`	Prediction error-based clustering approach for multiple-model learning using statistical testing. Eng. Appl. Artif. Intell. Sivadurgaprasad Chinta, Abhishek Sivaram, Raghunathan Rengaswamy