Science - IoT Digital Twin PLM

Single-Cell Foundation Models: scGPT & Geneformer (2026)

By MPRAUTO MPRAUTO July 26, 2026ScienceNo Comments

Single-cell foundation models explained: how scGPT, Geneformer and scFoundation pretrain transformers on tens of millions of cells for cell typing, perturbation and gene networks - architecture, benchmarks and caveats in 2026.

How AI Weather Forecasting Models Work: GraphCast, GenCast, Aurora (2026)

By MPRAUTO MPRAUTO July 25, 2026ScienceNo Comments

How AI weather forecasting models work: GraphCast graph neural networks, GenCast diffusion ensembles and Microsoft Aurora - encoder-processor-decoder design, training on reanalysis, skill vs ECMWF and honest limits in 2026.

Space Debris Tracking and Conjunction Assessment Architecture (2026)

By MPRAUTO MPRAUTO July 21, 2026ScienceNo Comments

How space debris tracking actually works: radar and optical sensor networks, orbit determination, covariance, probability-of-collision screening, conjunction data messages and automated collision avoidance in 2026.

Connectomics in 2026: Mapping the Brain Wire by Wire with AI

By MPRAUTO MPRAUTO July 8, 2026ScienceNo Comments

How connectomics maps the brain: serial electron microscopy, AI segmentation, the fly and mouse connectomes, and why wiring diagrams are reshaping neuroscience.

How Radar Actually Works: Pulses, Doppler, and Phased Arrays

By MPRAUTO MPRAUTO July 8, 2026ScienceNo Comments

How radar actually works: transmitting pulses, echo timing and range, the Doppler shift for velocity, phased-array beam steering, and why stealth shapes matter.

In-Vivo CAR-T Cell Therapy: How Engineering T-Cells Inside the Body Works (2026)

By MPRAUTO MPRAUTO July 2, 2026ScienceNo Comments

How in-vivo CAR-T cell therapy works: engineering T-cells inside the body with lipid nanoparticles and targeted vectors, versus ex-vivo manufacturing, and the 2026 pipeline.

How Superconductors Actually Work (and Why They Levitate)

By MPRAUTO MPRAUTO June 29, 2026ScienceNo Comments

How superconductors actually work: Cooper pairs, the BCS mechanism, the Meissner effect and flux pinning behind quantum levitation, and why room-temperature superconductivity is so hard.

Quantum Error Correction Explained: Surface Codes and the Path to Fault Tolerance

By MPRAUTO MPRAUTO June 29, 2026ScienceNo Comments

Quantum error correction explained: why qubits decohere, how surface codes detect errors with stabilizers, the threshold theorem, logical qubits, and the road to fault-tolerant quantum computing.

How MRI Actually Works: The Physics of Magnetic Resonance

By MPRAUTO MPRAUTO June 28, 2026ScienceNo Comments

How MRI actually works: nuclear magnetic resonance, the main magnet and gradients, RF pulses, T1 and T2 relaxation, and how a spatial image is reconstructed.

Optogenetics: Engineering Light-Controlled Neurons