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ORCIDAbhishek Sivaram
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2020 – today
- 2025
[j10]Venkat Venkatasubramanian
, Abhishek Sivaram, N. Sanjeevrajan, Arun Sankar E. M.:
Arbitrage equilibria in active matter systems. Comput. Chem. Eng. 192: 108861 (2025)- 2024
- [i3]Venkat Venkatasubramanian, Jessica Shi, Leo Goldman, Arun Sankar E. M., Abhishek Sivaram:
Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game. CoRR abs/2403.04084 (2024) - 2023
- [b1]Abhishek Sivaram:
Machine Learning Framework for Causal Modeling for Process Fault Diagnosis and Mechanistic Explanation Generation. Columbia University, USA, 2023 - [j9]Abhishek Sivaram, Venkat Venkatasubramanian:
Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents. Entropy 25(7): 1043 (2023) - 2022
- [j8]Venkat Venkatasubramanian, Abhishek Sivaram, Laya Das:
A unified theory of emergent equilibrium phenomena in active and passive matter. Comput. Chem. Eng. 164: 107887 (2022) - 2021
- [j7]Arijit Chakraborty, Abhishek Sivaram, Venkat Venkatasubramanian:
AI-DARWIN: A first principles-based model discovery engine using machine learning. Comput. Chem. Eng. 154: 107470 (2021) - [j6]Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian:
Robust and efficient swarm communication topologies for hostile environments. Swarm Evol. Comput. 62: 100848 (2021) - 2020
- [j5]Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian:
Hidden representations in deep neural networks: Part 1. Classification problems. Comput. Chem. Eng. 134: 106669 (2020) - [j4]Laya Das, Abhishek Sivaram, Venkat Venkatasubramanian:
Hidden representations in deep neural networks: Part 2. Regression problems. Comput. Chem. Eng. 139: 106895 (2020) - [j3]Arijit Chakraborty, Abhishek Sivaram, Lakshminarayanan Samavedham, Venkat Venkatasubramanian:
Mechanism discovery and model identification using genetic feature extraction and statistical testing. Comput. Chem. Eng. 140: 106900 (2020) - [i2]Deepak Maurya, Sivadurgaprasad Chinta, Abhishek Sivaram, Raghunathan Rengaswamy:
Incorporating prior knowledge about structural constraints in model identification. CoRR abs/2007.04030 (2020) - [i1]Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian:
Robust and Efficient Swarm Communication Topologies for Hostile Environments. CoRR abs/2008.09575 (2020)
2010 – 2019
- 2019
- [j2]Resmi Suresh, Abhishek Sivaram, Venkat Venkatasubramanian:
A hierarchical approach for causal modeling of process systems. Comput. Chem. Eng. 123: 170-183 (2019) - [j1]Sivadurgaprasad Chinta, Abhishek Sivaram, Raghunathan Rengaswamy:
Prediction error-based clustering approach for multiple-model learning using statistical testing. Eng. Appl. Artif. Intell. 77: 125-135 (2019)
Coauthor Index
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