Top Tweets for #sciML
Inverted-U Capacity Trend: Overparameterization actually degraded physics compliance, as the widest network introduced localized violations standard losses missed.
#SciML #PINN #PhysicsAI #DeepLearning #Simulation
New preprint! ๐
Policy-DRIFT combines generative modeling + DRL for turbulence control!!
https://t.co/WfCdq0kZVU
โข 48.95% drag reduction
โข ~16% higher than DRL
โข ~37ร lower actuation energy
Preprint: [add link]
#AI #Turbulence #FluidMechanics #SciML
![ricardovinuesa's tweet photo. New preprint! ๐
Policy-DRIFT combines generative modeling + DRL for turbulence control!!
https://t.co/WfCdq0kZVU
โข 48.95% drag reduction
โข ~16% higher than DRL
โข ~37ร lower actuation energy
Preprint: [add link]
#AI #Turbulence #FluidMechanics #SciML https://t.co/lmmaOlYMfk](https://pbs.twimg.com/media/HI2EYH5WQAALvd2.jpg)
Join us for the live launch of Dyad 3.0, the next evolution in model-based engineering powered by Scientific AI. Get a first look at new capabilities, see live demos, and explore how #agentic #AI is reshaping #engineering workflowsโfrom faster model creation to more efficient #simulation and decision-makingโalongside voices from organisations already building with Dyad, including Synopsys Inc, Mitsubishi Electric Research Laboratories, Binnies, and Boeing. Register now: https://t.co/UKXfGIwbCA
#Julialang #Dyad #ScientificAI #ModelBasedEngineering #AgenticAI #DigitalTwins
Is your PINN actually learning physics, or just "cheating" to fit the data? ๐ต๏ธโโ๏ธ
Here is the first Model Verification & Validation (V&V) example using Moju. Stop guessing and start auditing your AI's physical admissibility.
pip install moju
#SciML #PhysicsAI #PINNs #DigitalTwin
Built on #julialang #sciml, you get all of the autodiff and machine learning integration as well... that will come in the next demo.
Gradient-based optimization struggles when dynamics are not smooth. We introduce DePCoN (Deep PredictorโCorrector Networks) for robust parameter estimation in dynamical systems with discontinuous inputs.
https://t.co/MHSN1ChnxO
#MachineLearning #Optimization #SciML #NeuralODE
๐๐จ๐ฃ๐ฎ is not "just another PINN library."
๐๐ญ ๐ข๐ฌ ๐ญ๐ก๐ ๐๐ข๐ซ๐ฌ๐ญ ๐๐๐๐ข๐๐๐ญ๐๐ ๐ฏ๐๐ซ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง ๐๐ง๐ ๐ข๐ง๐ ๐๐จ๐ซ ๐๐ก๐ฒ๐ฌ๐ข๐๐ฌ-๐๐
๐ ๐๐ซ๐ฒ ๐ข๐ญ ๐ง๐จ๐ฐ: pip install moju
๐ป ๐๐ฑ๐ฉ๐ฅ๐จ๐ซ๐ ๐ญ๐ก๐ ๐๐ง๐ ๐ข๐ง๐: https://t.co/M3cJGTi3UK
#SciML #PhysicsAI
๐ Get started: pip install moju
๐ป https://t.co/M3cJGTi3UK
#SciML #CFD #PhysicsAI #JAX #PINN #OpenSource
The 2D Burgers equation models fluid flow where two forces compete:
Wave steepening that sharpens gradients
Viscous smoothing that flattens them
I built a PINN to capture this. At each point (x y) the network predicts horizontal velocity (u) and vertical velocity (v)
#SciML
Join us for a Dyad Modeling Livestream today - this time at 1pm ET / 10 am PT!ย ย Michael Tiller will joining us today to model a hybrid-EV powertrain!
Tune in on YouTube and send us your thoughts in the chat!
https://t.co/YYWUjxzdLG
#dyad #sciml #julialang
Recent optimizations in SciMLSensitivity.jl are having some pretty good payoffs! Given we just 2.5x'd 2 months ago, this next change of 3.2x is putting us almost an order of magnitude ahead! See the latest autodiff benchmarks https://t.co/kMbUbCLBbt
#sciml #julialang
New fastest explicit non-stiff ODE solver? That's right, we now have something beating the pants off of the high order explicit RK methods! Check out the new symbolic-numeric optimized Taylor methods available in DifferentialEquations.jl!
#julialang #diffeq #sciml
This is a great example of how combining physics, engineering insight, and scientific machine learning can deliver real operational impact in complex infrastructure systems.
#JuliaLang #ScientificMachineLearning #SciML #DigitalTwins #PredictiveMaintenance #AssetHealth #WaterIndustry #JuliaHub
https://t.co/PDgUHm5unb
Machine Design spotlights how Scientific Machine Learning is redefining #predictive #maintenance. By combining physics with data, #SciML delivers accurate, scalable insightsโeven with limited telemetryโhelping manufacturers cut downtime and improve reliability at scale. https://t.co/PNnQlD7sIj
#julialang #SciML #PredictiveMaintenance #DigitalTwins #Manufacturing #IndustrialAI #ScientificComputing #JuliaHub #EngineeringInnovation #ReliabilityEngineering
Your college professor teaches you "A-stable methods are required for stiff ODEs". But PSA, the most commonly used stiff ODE solvers (adaptive order BDF methods) are not A-stable. #sciml #numericalanalysis #diffeq #julialang
Physics-Informed Neural Surrogates for Mesh-Invariant Modeling of High-Speed Flows at #AIAA #SciTech!
We built a neural surrogate that predicts aerodynamic behavior 595x faster than CFD while maintaining ~1% relative error.
#sciml #Julialang #CFD #Hypersonics #AIAASciTech
Higher order methods are usually more efficient, but are there methods for which Euler's method is more efficient? Yes there is! It comes right out of the derivation. #julialang #ode #sciml
Scientific machine learning (#SciML) is not just about adding scientific information to machine learning, but it's also about making machine learning accessible to heterogeneous data.
Last Seen Hashtags on Sotwe
nemona
Seen from United States
samsunpasif
Seen from Germany
ddm
Seen from Italy
primoscogiendo
Seen from Mexico
sex hidden camera
Seen from Italy
ุชุงูุฌููุงูู
Seen from Germany
ngintipCD
Seen from Indonesia
nolimit() +filter:native_video since:2026-05-02
Seen from Oman
anyage()*****
Seen from Netherlands
manavgatpasif
Seen from Turkey
Most Popular Users
Elon Musk 
@elonmusk
240.2M followers
Barack Obama
@barackobama
119.3M followers
Donald J. Trump
@realdonaldtrump
111.6M followers
Cristiano Ronaldo
@cristiano
109.2M followers
Narendra Modi
@narendramodi
106.9M followers
Rihanna
@rihanna
97.3M followers
NASA
@nasa
92.1M followers
Justin Bieber
@justinbieber
90.6M followers
KATY PERRY
@katyperry
87M followers
Taylor Swift
@taylorswift13
80.8M followers
Lady Gaga
@ladygaga
72.3M followers
Kim Kardashian
@kimkardashian
69.5M followers
Virat Kohli
@imvkohli
68.8M followers
YouTube
@youtube
68.6M followers
Bill Gates
@billgates
63.5M followers
The Ellen Show
@theellenshow
62.5M followers
CNN
@cnn
61.9M followers
Neymar Jr
@neymarjr
61.4M followers
X
@x
60.9M followers
Selena Gomez
@selenagomez
60.1M followers