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@IceLab-X Intelligent Computational Engineering Lab X

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    18 repositories

    • ASTRA

      Public
      ASTRA: Automatic Sizing of Transistors with Reasoning Agents
      edaanalog-circuitllm-agent
      edaanalog-circuitllm-agent
      Python
      •
      Apache License 2.0
      •0•6•0•1•Updated Nov 3, 2025Nov 3, 2025

    • CAMO

      Public
      Convergence aware multi-fidelity Bayesian optimization
      HTML
      •
      MIT License
      •1•0•0•0•Updated Oct 19, 2025Oct 19, 2025

    • AI4LCA_LCI_Data_Extraction_from_ecoinvent

      Public
      Codes for extracting LCI data into matrix. See paper Bridging Words and Numbers For Predicting Missing Environmental Data in Life Cycle Assessment Codes for mor…
      Jupyter Notebook
      •
      Apache License 2.0
      •0•2•0•0•Updated Sep 26, 2025Sep 26, 2025

    • Automated-LCI-Data-Extraction-Protocol

      Public archive
      Bridging Words and Numbers For Predicting Missing Environmental Data in Life Cycle Assessment Codes
      Jupyter Notebook
      •1•0•0•0•Updated Sep 24, 2025Sep 24, 2025

    • FidelityFusion

      Public
      multi-fidelity fusion toolbox with (MF) Bayesian optimization
      gaussian-processesbayesian-optimizationmultifidelity
      gaussian-processesbayesian-optimizationmultifidelity
      Jupyter Notebook
      •
      MIT License
      •9•19•2•2•Updated Sep 20, 2024Sep 20, 2024

    • MiniGP

      Public
      Homemade GP codes for easy DIY and study
      tutorialjupytergaussian-processes
      tutorialjupytergaussian-processes
      Jupyter Notebook
      •11•24•2•1•Updated Sep 10, 2024Sep 10, 2024

    • IceLab-X.github.io

      Public
      webpage
      HTML
      •
      MIT License
      •0•0•0•0•Updated Apr 26, 2024Apr 26, 2024

    • RefineGPT

      Public
      RefineGPT for writing article
      HTML
      •0•0•0•0•Updated Mar 8, 2024Mar 8, 2024

    • FidelityFusion-CAR

      Public archive
      multi-fidelity fusion toolbox of most GP-based mtehod
      Python
      •
      MIT License
      •9•0•0•0•Updated Dec 28, 2023Dec 28, 2023

    • DrPCE

      Public archive
      the source code of DrPCE
      Python
      •1•0•0•0•Updated Nov 30, 2023Nov 30, 2023

    • Fillip1233.github.io

      Public
      This is a collection for multi-fidelity methods and their applications
      HTML
      •
      MIT License
      •0•0•0•0•Updated Nov 25, 2023Nov 25, 2023

    • FidelityFusion-1

      Public archive
      multi-fidelity fusion toolbox of most GP-based mtehod
      Python
      •
      MIT License
      •9•0•0•0•Updated Jul 9, 2023Jul 9, 2023

    • enhanced-GPDM

      Public archive
      Official implementation of Enhanced Gaussian process dynamical models with knowledge transfer for long-term battery degradation forecasting.
      Python
      •
      GNU General Public License v3.0
      •3•0•0•0•Updated Jun 15, 2023Jun 15, 2023

    • InfPolyn

      Public
      Inifinite Polynomial for Interdiffusion Coefficient
      Python
      •0•0•0•0•Updated Jul 5, 2021Jul 5, 2021

    • DC

      Public
      Codes for Deep coregionalization for the emulation of simulation-based spatial-temporal fields
      gaussian-processesspatial-temporaldeep-coregionalization
      gaussian-processesspatial-temporaldeep-coregionalization
      C
      •0•2•0•0•Updated Mar 12, 2021Mar 12, 2021

    • SharedGP

      Public
      Codes for the paper, Shared Gaussian Process Learning Interpretable Shared Hidden Structure Across Data Spaces for Design Space Analysis and Exploration
      MATLAB
      •2•0•0•0•Updated Feb 3, 2021Feb 3, 2021

    • GreedyNAR

      Public
      greedy nonlinear autoregression for multifidelity modeling
      gaussian-processesautoregressionmulti-fidelity
      gaussian-processesautoregressionmulti-fidelity
      MATLAB
      •1•4•0•0•Updated Aug 18, 2020Aug 18, 2020

    • HOGP

      Public
      high order Gaussian process
      MATLAB
      •0•1•0•0•Updated Jun 23, 2020Jun 23, 2020
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