Md Nasim
6 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Research topics
Keywords
sparse decomposition
(2)
symbolic regression
(2)
random projection
(2)
partial differential equation
(2)
domain knowledge
(1)
dynamical system
(1)
deep neural network
(1)
approximation theory
(1)
trajectory data
(1)
interpretable neural network
(1)
ordinary differential equation
(1)
fourier domain
(1)
scientific machine learning
(1)
materials science
(1)
scientific discovery
(1)
taylor expansion
(1)
kolmogorov-arnold network
(1)
symbolic discovery
(1)
tree representation
(1)
neural network
(1)
Papers
Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond
AAAI 2026
Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching
AAAI 2025
Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains
AAAI 2024
End-to-End Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning
AAAI 2024
Vertical Symbolic Regression via Deep Policy Gradient
IJCAI 2024
Efficient learning of sparse and decomposable PDEs using random projection
UAI 2022