Apivich Hemachandra
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
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Research topics
Keywords
inverse problem
(2)
physics-informed neural network
(2)
parameter estimation
(1)
adaptive sampling
(1)
gaussian process
(1)
experimental design
(1)
partial differential equation
(1)
scaling law
(1)
generalization performance
(1)
collocation point
(1)
neural active learning
(1)
initialization robustness
(1)
expected variance
(1)
large language model
(1)
neural network
(1)
active learning
(1)
training point selection
(1)
neural tangent kernel
(1)
Papers
PIED: Physics-Informed Experimental Design for Inverse Problems
ICLR 2025
Uncovering Scaling Laws for Large Language Models via Inverse Problems
EMNLP 2025
PINNACLE: PINN Adaptive ColLocation and Experimental points selection
ICLR 2024
Training-Free Neural Active Learning with Initialization-Robustness Guarantees
ICML 2023