arkadaw9 / PGA_LSTMView external linksLinks
Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling
☆24Oct 17, 2019Updated 6 years ago
Alternatives and similar repositories for PGA_LSTM
Users that are interested in PGA_LSTM are comparing it to the libraries listed below
Sorting:
- Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling☆114Sep 5, 2021Updated 4 years ago
- Ensemble long short-term memory. A gradient-free neural network that combines ensemble neural network and long short-term memory.☆24Jun 26, 2021Updated 4 years ago
- Boosting the training of physics informed neural networks with transfer learning☆27Jun 5, 2021Updated 4 years ago
- This repository contains the simple source codes of "Convolutional neural network and long short-term memory based reduced order surrogat…☆15Feb 27, 2021Updated 4 years ago
- Sensor data of a renowned power plant has given by a reliable source to forecast some feature. Initially the work has done with KNIME sof…☆18Mar 25, 2023Updated 2 years ago
- Code for the FiniteNet ICML Paper☆18Feb 7, 2020Updated 6 years ago
- ☆13Jan 15, 2019Updated 7 years ago
- Code for thesis "Graph Dynamic Autoencoder for Fault Detection"☆18Jul 5, 2021Updated 4 years ago
- The code written on the understanding of the paper: "Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabel…☆18Apr 2, 2018Updated 7 years ago
- Deep learning framework for model reduction of dynamical systems☆21Dec 31, 2020Updated 5 years ago
- In this repository i have implemented various Deep Learning multivariate and multiheaded time series forecasting models . Apart from that…☆22Sep 17, 2020Updated 5 years ago
- ☆23Sep 29, 2021Updated 4 years ago
- This repository implements Distilled Graph Attention Policy Networks (DGAPNs), a curiosity-driven reinforcement learning model to generat…☆21Jan 21, 2022Updated 4 years ago
- ☆19Feb 3, 2022Updated 4 years ago
- LSTM进行时间序列预测☆18Jul 17, 2018Updated 7 years ago
- An automatic knowledge embedding framework for scientific machine learning☆23May 15, 2022Updated 3 years ago
- EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction☆40Feb 24, 2019Updated 6 years ago
- Multi-variable LSTM recurrent neural networks for prediction and interpretation of multi-variable time series☆49Jun 18, 2021Updated 4 years ago
- Meta Transfer Learning for Lake Temperature Prediction☆22Apr 22, 2021Updated 4 years ago
- Reproduce the first two numerical experiments(Pytorch)☆26Jul 30, 2020Updated 5 years ago
- Predicting future temperature using univariate and multivariate features using techniques like Moving window average and LSTM(single and …☆63Jun 9, 2024Updated last year
- A repository for a Deep Q-Learning approach to intrusion detection for networks cyber-attacks.☆10Sep 3, 2021Updated 4 years ago
- 基于Keras的LSTM多变量时间序列预测☆26Jan 16, 2018Updated 8 years ago
- Application guidance of deep learning models(CNN, RNN, LSTNet and so on) on time series data☆28Oct 31, 2019Updated 6 years ago
- teaching material for the book "Modeling Uncertainty in the Earth Sciences", Jef Caers, 2011.☆33Dec 19, 2012Updated 13 years ago
- Turbulent flow network source code☆71Mar 14, 2025Updated 11 months ago
- Q-Learning pendulum swing-up problem with animation as it's learning.☆29Jun 27, 2016Updated 9 years ago
- Neural network that solves math equations on the character level☆27Mar 25, 2023Updated 2 years ago
- 🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees☆34Jun 2, 2021Updated 4 years ago
- Implementation of Dynamic Computation Offloading Control Logic in a Software-Defined Vehicle (SDV) System☆11Dec 19, 2024Updated last year
- Simple Python Programming using Springer Metadata API, Scopus Search API, Elsevier Abstract Retrieval API to cache and analyze abstract☆10Jan 20, 2017Updated 9 years ago
- a easy pytorch implement of GeoMAN☆70Mar 29, 2023Updated 2 years ago
- A multi-site water quality prediction model incorporating adaptive graph convolution and CNN-LSTM☆14Sep 17, 2022Updated 3 years ago
- ☆14Dec 15, 2025Updated 2 months ago
- ☆12Sep 19, 2022Updated 3 years ago
- ☆10Dec 10, 2021Updated 4 years ago
- a Federated Learning Framework adapted for resource-constrained environments, focusing on IoT devices☆10Oct 6, 2025Updated 4 months ago
- Physics-Informed Neural Networks for Cardiovascular Blood Flow Simulations☆19Apr 7, 2025Updated 10 months ago
- PyChemEngg is a python-based framework to promote problem solving and critical thinking in chemical engineering.☆14Oct 26, 2021Updated 4 years ago