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Integrating 3D Heat Equation into a PINN for Real-Time Aerospace Simulation (C++

BACKGROUND
1 SIGNALFIRST DETECTED 14 May 2026
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25 Mar
[P] Built a Interactive Web for PINN Solving the 2D Heat Equation

<!-- SC_OFF --><div class="md"><p>Hey everyone,</p> <p>I’ve been working on the idea of taking Scientific AI out of research notebooks and making it accessible as a useful

OPINION · HOW · MachineLearningOPEN STORY
3 May
torch-nvenc-compress: GPU NVENC silicon as a PCIe bandwidth multiplier — PCA + pure-ctypes Video Codec SDK wrapper. Parallel-path overlap measured at 67% of theoretical max on a real GEMM + encode workload. [P]

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1t2zy4h/torchnvenccompress_gpu_nvenc_silicon_as_a_pcie/"> <img alt="torch-nvenc-compress: GPU NVENC

OPINION · WHAT · MachineLearningOPEN STORY
8 Apr
Generative Simulation Benchmarking for wildfire evacuation logistics networks in carbon-negative infrastructure

<h1> <img alt="Generative Simulation Benchmarking for Wildfire Evacuation Logistics Networks in Carbon-Negative Infrastructure" height="800"

REPORT · WHAT · Dev.toOPEN STORY
9 Apr
Cold start latency on GPU cloud platforms in 2026 — p99 specifically, not p50. Anyone have real data? [D]

<!-- SC_OFF --><div class="md"><p>doing infrastructure evaluation for inference workloads and running into the same problem everywhere: every platform publishes p50 cold start

OPINION · HOW · MachineLearningOPEN STORY
23 Apr
The real story of 5.5 isn't the model it's what openai just told us about their strategy

<!-- SC_OFF --><div class="md"><p>everyone's focused on the benchmarks (14 state of the art evals, beats mythos on terminal-bench, etc) but i think the actual story of 5.5 is what

OPINION · WHERE · OpenAIOPEN STORY
15 May
PINN is predicting trivial solution for stiff ODE [D]

<!-- SC_OFF --><div class="md"><p>I am learning physics informed neural networks. Currently, I am solving a simple second ODE (damped harmonic oscillator). The equation is

OPINION · WHEN · MachineLearningOPEN STORY
27 Mar
Cohere Transcribe WebGPU: state-of-the-art multilingual speech recognition in your browser

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s5g2zh/cohere_transcribe_webgpu_stateoftheart/"> <img alt="Cohere Transcribe WebGPU: state-of-the-art

OPINION · WHAT · LocalLLaMAOPEN STORY
24 May
Thermocompute constant time inference [P]

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1tmebju/thermocompute_constant_time_inference_p/"> <img alt="Thermocompute constant time inference [P]"

OPINION · WHAT · MachineLearningOPEN STORY
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