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Abhishek Sivaram
Abhishek Sivaram
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Title
Cited by
Cited by
Year
Hidden Representations in Deep Neural Networks: Part 2. Regression Problems
L Das, A Sivaram, V Venkatasubramanian
Computers & Chemical Engineering, 106895, 2020
472020
A hierarchical approach for causal modeling of process systems
R Suresh, A Sivaram, V Venkatasubramanian
Computers & Chemical Engineering 123, 170-183, 2019
332019
Hidden representations in deep neural networks: Part 1. Classification problems
A Sivaram, L Das, V Venkatasubramanian
Computers & Chemical Engineering 134, 106669, 2020
312020
AI-DARWIN: A first principles-based model discovery engine using machine learning
A Chakraborty, A Sivaram, V Venkatasubramanian
Computers & Chemical Engineering 154, 107470, 2021
272021
XAI‐MEG: Combining symbolic AI and machine learning to generate first‐principles models and causal explanations
A Sivaram, V Venkatasubramanian
AIChE Journal, e17687, 2022
242022
Mechanism Discovery and Model Identification using Genetic Feature Extraction and Statistical Testing
A Chakraborty, A Sivaram, L Samavedham, V Venkatasubramanian
Computers & Chemical Engineering, 106900, 2020
232020
A unified theory of emergent equilibrium phenomena in active and passive matter
V Venkatasubramanian, A Sivaram, L Das
Computers & Chemical Engineering 164, 107887, 2022
142022
Robust and efficient swarm communication topologies for hostile environments
V Mann, A Sivaram, L Das, V Venkatasubramanian
Swarm and Evolutionary Computation 62, 100848, 2021
112021
Prediction error-based clustering approach for multiple-model learning using statistical testing
S Chinta, A Sivaram, R Rengaswamy
Engineering Applications of Artificial Intelligence 77, 125-135, 2019
92019
Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents
A Sivaram, V Venkatasubramanian
Entropy 25 (7), 1043, 2023
62023
Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game
V Venkatasubramanian, J Shi, L Goldman, A Sivaram
arXiv preprint arXiv:2403.04084, 2024
32024
Incorporating prior knowledge about structural constraints in model identification
D Maurya, S Chinta, A Sivaram, R Rengaswamy
arXiv preprint arXiv:2007.04030, 2020
32020
Jaynes Machine: The universal microstructure of deep neural networks
V Venkatasubramanian, N Sanjeevrajan, M Khandekar, A Sivaram, ...
Computers & Chemical Engineering 192, 108908, 2025
22025
Arbitrage equilibria in active matter systems
V Venkatasubramanian, A Sivaram, N Sanjeevrajan, A Sankar
Computers & Chemical Engineering 192, 108861, 2025
22025
Invisible hand and arbitrage equilibrium in the self-organizing dynamics of pattern formation in ecological systems
V Venkatasubramanian, A Sivaram
arXiv preprint arXiv:2312.05765, 2023
22023
Models, modeling and model-based systems in the era of computers, machine learning and AI
SS Mansouri, A Sivaram, CJ Savoie, R Gani
Computers & Chemical Engineering, 108957, 2024
12024
Machine Learning-Based Soft Sensor for a Sugar Factory's Batch Crystallizer
MR Boskabadi, A Sivaram, G Sin, SS Mansouri
Computer Aided Chemical Engineering 53, 1693-1698, 2024
12024
Hybrid machine learning for scale-up of biomass production using photobioreactors
A Sivaram, A Mehrdadfar, L Greco, C Euler, SS Mansouri
Computer Aided Chemical Engineering 53, 2953-2958, 2024
12024
A reduced-order hybrid model for photobioreactor performance and biomass prediction
S Shahhoseyni, L Greco, A Sivaram, SS Mansouri
Algal Research 84, 103750, 2024
2024
Arbitrage equilibria in active matter systems
V Venkat, A Sivaram, N Sanjeevrajan, A Sankar
2024
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