InData Science CollectivebyShuai Guo, PhDThe Reality of Physics-Informed Neural Networks: Challenges, Alternatives, and Promising Use CasesWhy PINNs aren’t always the answer and when they truly shineFeb 242
InData Science CollectivebyShuai Guo, PhDSupercharging Physics-Informed Neural Networks Development with DeepSeek-R1Leveraging reasoning LLMs as a problem-solving partner for PINN development.Feb 61
BremphisPINNs: Neural Network Approach for solving Differential Equations in PythonLast week, I had the opportunity to attend a short course over a few days at the University of Geneva titled “Deep Learning for Economics…5d ago5d ago
InTDS ArchivebyShuai Guo, PhDPhysics-Informed Neural Networks: An Application-Centric GuideA comprehensive overview of PINN’s real-world success storiesFeb 9, 20247Feb 9, 20247
U Vamsi KrishnaPhysics Informed AI Series: Computational MethodsAI has been a real game-changer in the industry since the introduction of ChatGPT. GenAI is used synonymously to AI, often seen as just…Feb 24Feb 24
InData Science CollectivebyShuai Guo, PhDThe Reality of Physics-Informed Neural Networks: Challenges, Alternatives, and Promising Use CasesWhy PINNs aren’t always the answer and when they truly shineFeb 242
InData Science CollectivebyShuai Guo, PhDSupercharging Physics-Informed Neural Networks Development with DeepSeek-R1Leveraging reasoning LLMs as a problem-solving partner for PINN development.Feb 61
BremphisPINNs: Neural Network Approach for solving Differential Equations in PythonLast week, I had the opportunity to attend a short course over a few days at the University of Geneva titled “Deep Learning for Economics…5d ago
InTDS ArchivebyShuai Guo, PhDPhysics-Informed Neural Networks: An Application-Centric GuideA comprehensive overview of PINN’s real-world success storiesFeb 9, 20247
U Vamsi KrishnaPhysics Informed AI Series: Computational MethodsAI has been a real game-changer in the industry since the introduction of ChatGPT. GenAI is used synonymously to AI, often seen as just…Feb 24
InTech SpectrumbyAarafat IslamBuilding a Physics-Informed Neural Network (PINN) Using PyTorch From ScratchSolving the 1D Heat EquationNov 12, 20243
Abu Huzaifah Bin Haji BidinSTDE (Stochastic Taylor Derivative Estimator) -The winning NeurIPS 2024 Paper from SingaporeAs I said last year, we will try to tackle and impement more AI/ML paper in 2025 to better understand the theory and inner workings of…Jan 25
InTech SpectrumbyAarafat IslamPhysics-Informed Neural Networks (PINNs)How Can Physics and Machine Learning Come Together?Nov 8, 20241
