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2022

[IMS Seminar] Inferring the Unknown Parameters in Differential Equation by Gaussian Process Regression with Constraint

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2022

[SIST Distinguished Lecture] Architectures, Topologies and Components for High-Frequency, High-Density Power Conversion

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2022

[SIST Seminar] Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning

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2022

[IMS Seminar] Numerical boundary conditions for compressible fluid flows based on the generalized Riemann problem

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2022

[SLST Seminar] Endoplasmic Reticulum-IP3R/channel in physiological and pathophysiological condition

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2022

[SIST Seminar] Deep learning approach for Bayesian inverse problems

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2022

[IMS Seminar] Supervised and unsupervised learning methods for CT image reconstruction

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2022

[SLST Seminar] Molecular glue drug targeting protein degradation for cancer treatment

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2022

[IMS Seminar] Embedding Principle of Loss Landscape of Deep Neural Networks

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2022

[SIST Student Seminar] Online Capacitance Estimation Method in DC-DC Converters with Characteristic Frequency Injection for Optimal Sensitivity

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2022

[SIST Seminar] Inverse Gaussian process regression for likelihood-free inference

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2022

[SIST Distinguished Lecture] Multi-grid Methods for Computing Low-Rank Solutions to Parameter-Dependent Partial Differential Equations

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2022

[SIST Seminar] Efficient and physics-preserving numerical methods for two-phase flow in porous media

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2022

[SIST Seminar] A data-driven and model-based accelerated Hamiltonian Monte Carlo method for Bayesian elliptic inverse problems

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