[ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application
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Dec 18, 2024 - Python
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surrogate-model
Here are 30 public repositories matching this topic...
A curated list of 113 AI-ready tools for Computer-Aided Engineering — CFD, FEA, SPH, DEM, differentiable simulation, neural operators, PINNs, MCP servers. Python APIs, CLI, mesh generation, optimization.
visualization machine-learning awesome ai deep-learning simulation mcp artificial-intelligence awesome-list mesh-generation cfd sph fea cae surrogate-model physics-informed-neural-networks neural-operator differentiable-simulation ai-for-science computational-engineering
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May 4, 2026 - Shell
An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.
partial-differential-equations functional-regression infinite-dimensions surrogate-model operator-learning neural-operator fourier-neural-operator
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Oct 13, 2025 - Python
Signal Filtering and Generation of Synthetic Time-Series.
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Oct 27, 2021 - Python
A core library for engineering surrogate modeling and operator learning
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Apr 22, 2026 - Python
WinDiNet: Pretrained Video Models as Differentiable Physics Simulators for Urban Wind Flows
deep-learning computational-fluid-dynamics diffusion-models surrogate-model physics-informed inverse-design wind-simulation
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Apr 15, 2026 - Python
Source code for Surrogate Modeling of Melt Pool Temperature Field using Deep Learning
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Mar 31, 2023 - Python
A Keysight ADS/RFPro-based workflow for RFIC pixel-layout generation, EM simulation automation, HDF5 dataset creation, and CNN-based surrogate modeling.
deep-learning eda pytorch touchstone rfic electromagnetic-simulation surrogate-model layout-automation keysight-ads rfpro
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Mar 10, 2026 - Python
Explainable AI for time series: gradient-based counterfactual generation for the non-differentiable Random Shapelet Forest, using PyTorch surrogate models (Feedforward, LSTM, CNN, Transformer) and a Streamlit UI. Research internship, DSV — Stockholm University.
python docker machine-learning research deep-learning time-series scikit-learn cnn pytorch transformer lstm shapelets time-series-classification explainable-ai xai interpretable-machine-learning surrogate-model counterfactual-explanations streamlit gradient-based-optimization
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Apr 16, 2026 - Python
This project builds a machine-learning surrogate model using data generated from a quasi-6-DoF physics simulator replacing numerical integration with a neural network that can predict full 3-D trajectories including altitude, downrange motion, and lateral deflection hundreds of times faster while maintaining meter-level accuracy.
python machine-learning ai neural-network pytorch gpu-acceleration gnc model-compression mlops surrogate-model
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Dec 7, 2025 - Python
Claude Code agent skills bridging Abaqus FEA and ML surrogates: LHS batch dataset generation + ODB to ML-ready grid CSVs.
machine-learning simulation abaqus fea latin-hypercube finite-element surrogate-model claude-code claude-skill agent-skill
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Apr 27, 2026 - Python
neural network surrogate for CFD simulations
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Jan 26, 2026 - Python
An interactive Python dashboard for planning space missions. It features orbital maneuver calculations, animated 2D flight paths, and an AI model for predicting fuel needs, all wrapped in a clean, user-friendly interface.
machine-learning dashboard neural-network astrodynamics scikit-learn physics-engine hmi user-interface ui-ux orbital-mechanics aerospace-engineering surrogate-model pyside6 space-mission-planning
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Apr 19, 2026 - Python
Streamlit app for surrogate-model validation on airfoil self-noise data
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May 2, 2026 - Python
Physics-aware neural surrogate for black hole accretion flow (GRMHD-like) using Fourier Neural Operators.
machine-learning deep-learning black-hole grmhd surrogate-model physics-informed scientific-ml fno neural-operator
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Nov 28, 2025 - Python
A recurrent neural network surrogate model with few-shot learning strategy for CO2 storage in deep subsurface saline aquifer
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May 13, 2025 - Jupyter Notebook
ZPE-Smell V0.0: Surrogate-receptor odor codec on a fixed 35-episode benchmark | Spearman 0.9996 | 0% mixture collision | Empirical olfactory perception out of scope
python machine-learning compression cheminformatics artificial-intelligence computational-physics codec smell deterministic olfaction zpe lossless-compression surrogate-model molecular-encoding zer0pa receptor-response sensory-encoding olfactory-perception chemical-encoding fiber-isolation
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May 3, 2026 - Python
Deep Residual Transformer Neural Network (DRTNN)
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May 21, 2022 - Python
Surrogate model for predicting free fall motion. The project uses machine learning to replicate the parabolic trajectory of free fall based on initial velocity and launch angle. Includes MSE-based performance evaluation and trajectory comparison plots.
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Sep 13, 2024 - Python
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