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Abhishek Sivaram
Abhishek Sivaram
在 kt.dtu.dk 的电子邮件经过验证
标题
引用次数
引用次数
年份
Hidden Representations in Deep Neural Networks: Part 2. Regression Problems
L Das, A Sivaram, V Venkatasubramanian
Computers & Chemical Engineering, 106895, 2020
412020
A hierarchical approach for causal modeling of process systems
R Suresh, A Sivaram, V Venkatasubramanian
Computers & Chemical Engineering 123, 170-183, 2019
302019
Hidden representations in deep neural networks: Part 1. Classification problems
A Sivaram, L Das, V Venkatasubramanian
Computers & Chemical Engineering 134, 106669, 2020
282020
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
222020
AI-DARWIN: A first principles-based model discovery engine using machine learning
A Chakraborty, A Sivaram, V Venkatasubramanian
Computers & Chemical Engineering 154, 107470, 2021
212021
XAI‐MEG: Combining symbolic AI and machine learning to generate first‐principles models and causal explanations
A Sivaram, V Venkatasubramanian
AIChE Journal, e17687, 2022
172022
A unified theory of emergent equilibrium phenomena in active and passive matter
V Venkatasubramanian, A Sivaram, L Das
Computers & Chemical Engineering 164, 107887, 2022
102022
Robust and efficient swarm communication topologies for hostile environments
V Mann, A Sivaram, L Das, V Venkatasubramanian
Swarm and Evolutionary Computation 62, 100848, 2021
92021
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
82019
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
42023
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
Incorporating prior knowledge about structural constraints in model identification
D Maurya, S Chinta, A Sivaram, R Rengaswamy
arXiv preprint arXiv:2007.04030, 2020
22020
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
2024
Machine Learning Framework for Causal Modeling for Process Fault Diagnosis and Mechanistic Explanation Generation
A Sivaram
Columbia University, 2023
2023
Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Birds Flocking
A Sivaram, V Venkatasubramanian
arXiv preprint arXiv:2207.13743, 2022
2022
Optimal Communication Topologies for Particle Swarm Optimization Under Hostile Environments
V Mann, A Sivaram, L Das, V Venkatasubramanian
2020 Virtual AIChE Annual Meeting, 2020
2020
Mechanism Discovery and Model Identification Using Genetic Feature Extraction and Statistical Testing
A Sivaram, A Chakraborty, L Samavedham, V Venkatasubramanian
2020 Virtual AIChE Annual Meeting, 2020
2020
The Nature of Fault-Space Classification By Neural Networks
L Das, A Sivaram, V Venkatasubramanian
2019 AIChE Annual Meeting, 2019
2019
Digital Twin for Aluminum Smelting
R Rengaswamy, VN Venkatesan, D Raj, A Sivaram, S Vijayaraghavan, ...
2019 AIChE Annual Meeting, 2019
2019
How Does a Deep Neural Network Learn to Approximate Functions?
A Sivaram, L Das, V Venkatasubramanian
2019 AIChE Annual Meeting, 2019
2019
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