We just released a new differentiable‐programming framework for rapid uncertainty quantification—no Monte Carlo required! 🚀 Check it out: doi.org/10.1002/aic.... #ProcessEngineering #UQ #DifferentiableProgramming

1️⃣ “Do I have to be a genius to study ChemE?” Nope. Just curious, hardworking, and ready to learn new things. 🧠✨ 2️⃣ “Is it just chemistry?” Not at all! It includes physics, math, biology, computer science — and creative thinking. 🧪💻📐

1️⃣ You don’t have to wait until college to start thinking like a ChemE. 🧠 Here’s what you can do now. ⬇️ 2️⃣ 🔹 Take chemistry, physics, and calculus if you can 🔹 Join STEM clubs or science fairs 🔹 Try DIY science projects 🔹 Follow science creators online

1️⃣ Wait — chemical engineering can be fun? Absolutely. We said it. 🎉🧪

1️⃣ There’s no one kind of chemical engineer — and that’s the best part. 🧠🎨 2️⃣ Are you: 🧪 The Experimenter? 🌱 The Planet Saver? 💡 The Inventor? 📊 The Strategist? 🎮 The Tech Tinkerer?

The 2025-2026 faculty job list is at docs.google.com/spreadsheets.... It is currently pretty sparse. If your department is hiring this year, consider adding it to this list!

1️⃣ Want a career that’s meaningful and financially solid? Chemical engineering delivers. 💼💰🌎

👏 Congratulations to our alumnus Wenbin and collaborators, whose paper "Spin-informed universal graph neural networks for simulating magnetic ordering" is now online on @pnas.org ! 👏 🔗Paper link: www.pnas.org/doi/10.1073/... 📝Paper digest 👇

📚 Lower the barrier to automated science—Claude-Light offers a hands-on platform for students and researchers to learn automation, design of experiments, and AI-driven optimization. Explore it here: doi.org/10.1063/5.02...

🚀 Generative models aren’t just for art—they can help scientists and engineers “solve the puzzle” of inputs and outputs. See how in “Solving an inverse problem with generative models”: doi.org/10.1039/D5DD...

🌐💻 Ever wish you could chat with your lab instruments? Learn how LLMs can select devices, write code, and even call functions to run real experiments—all explained in this paper: doi.org/10.1063/5.02...

🤩 Why gen-AI for inverse problems? It’s fast, flexible, and gives built-in confidence estimates. Perfect for science, engineering—or any “what-if” scenario. Check it out: doi.org/10.1039/D5DD...

🎨 Say “I want this light output” and get the exact LED settings—no guesswork! See how generative AI and smart algorithms solve inverse problems in the lab: doi.org/10.1063/5.02...

📊 We compare four methods—classic math, backward models, Gaussian mixtures, and diffusion flows—to tackle inverse problems. Surprise: AI-driven generators stack up beautifully! Dive into the details: doi.org/10.1039/D5DD...

🤖💡 From simple Python loops to advanced AI agents, this paper shows how programming and large language models can turbocharge scientific discovery in “self-driving” labs. Read now: doi.org/10.1063/5.02...

🎨 Imagine saying “I want this light intensity” and instantly getting the RGB settings. That’s exactly what our generative approach can do—conditioning on outputs to create inputs! Learn more: doi.org/10.1039/D5DD...

🤖💡 From simple Python loops to advanced AI agents, this paper shows how programming and large language models can turbocharge scientific discovery in “self-driving” labs. Read now: doi.org/10.1063/5.02...

🔬 Boundary-value problems demystified: solve real-world diffusion & reaction engineering examples with solve_bvp. Bonus section included! 🎁 👉 pointbreezepubs.gumroad.com/l/pycse-odes #ChemEng #STEM

🚀 Accelerate your research & coursework: learn stiff solvers (Radau, BDF, LSODA), event detection, parameter sweeps & more! Perfect for STEM students & pros. 📈 👉 pointbreezepubs.gumroad.com/l/pycse-odes #Python #DataScience

📘 Master differential equations in Python! Dive into solve_ivp, BVPs, phase portraits & more with hands-on Jupyter notebooks. Updated for Python 3.12.11 🐍 👉 pointbreezepubs.gumroad.com/l/pycse-odes  #STEM #SciPy #Engineering

Ready to transform your Python toolbox? “Optimization in Python” delivers practical insights, production-ready code, and deep expertise for solving your toughest STEM challenges. Available now: pointbreezepubs.gumroad.com/l/pycse-opti...

Blend theory with practice: work through case studies in reactor cost minimization, portfolio optimization, and supply-chain mix design. Hands-on exercises that build intuition and confidence. Ready to dive in? pointbreezepubs.gumroad.com/l/pycse-opti...

Linear programming made easy! Use scipy.optimize.linprog to maximize profits or minimize costs—no initial guess needed. Ideal for operations researchers and logistics engineers: pointbreezepubs.gumroad.com/l/pycse-opti...

Speed is everything. Discover how to supply analytic Jacobians/Hessians (or generate them automatically with JAX and numdifftools) to slash function calls and boost solver performance. Sharpen your #HighPerformanceComputing skills: pointbreezepubs.gumroad.com/l/pycse-opti...

Go global! Master stochastic strategies—differential evolution, basin hopping, annealing—and increase your chances of finding the best solution for tricky landscapes. Level up your #MachineLearning & #ComputationalScience workflows: pointbreezepubs.gumroad.com/l/pycse-opti...

Constrained problems? No sweat. Learn to encode equality & inequality constraints—from reactor design to resource allocation—with real-world examples. Elevate your #ChemicalEngineering and #DataScience game: pointbreezepubs.gumroad.com/l/pycse-opti...

Tired of wrestling with scipy.optimize? “Optimization in Python” walks you step-by-step through minimization, bounds, constraints, and more with clear, ready-to-run code. Perfect for STEM students & pros! Grab your copy: pointbreezepubs.gumroad.com/l/pycse-opti...

📘 Written by a chemical engineering professor, this book shows you how Python is actually used in STEM: ✔ ODEs with solve_ivp ✔ Linear algebra with numpy.linalg ✔ Real-world stats with scipy.stats More here → https://pointbreezepubs.gumroad.com/l/pcyse-intermediate #STEMcareers #PythonProgramming

Updated for Python 3.12 Get it here

Working with lab data in Excel, Google Sheets, or text files? 🔍 This book shows you how to bring that data into Python and turn it into insight—with real lab examples. 🧪 Code meets the bench: [https://pointbreezepubs.gumroad.com/l/pycse-labs](https://pointbreezepubs.gumroad.com/l/pycse-labs)

📘 Written by a chemical engineering professor, this book shows you how Python is actually used in STEM: ✔ ODEs with solve_ivp ✔ Linear algebra with numpy.linalg ✔ Real-world stats with scipy.stats More here → https://pointbreezepubs.gumroad.com/l/pcyse-intermediate #STEMcareers #PythonProgramming

Students in STEM: Want your lab reports to stand out? 📈 This book gives you the computational tools to go from “meh” to “wow”—and saves you time while doing it. 🔗 pointbreezepubs.gumroad.com/l/pycse-labs

Lab course + Python = 💥 This book is perfect for: 🧑‍🎓 Undergrads in lab courses 🧪 Researchers analyzing experiments 💼 Professionals refreshing Python skills Link: pointbreezepubs.gumroad.com/l/pycse-labs

Great new work from Tedesco, Kitchin, and Laird on a computational framework for programmable catalysis for ammonia synthesis psecommunity.org/wp-content/p...

🚀 Want to level up your lab reports and data analysis? 📘 Python Computations for Science and Engineering Labs is your lab partner in code. Learn to read, plot, analyze & fit your data—like a pro. 👉 pointbreezepubs.gumroad.com/l/pycse-labs

New video on litdb + deep research. Powerup your literature search and summarization! www.youtube.com/watch?v=C4qC...

litdb can store and search YouTube videos and audio files now! youtube.com/live/IKKTQST...

litdb supports litellm now, so you can use any LLM you want! There is also a streamlit app if you prefer using a browser to chat with your scientific literature database. See youtube.com/live/3FZ1ROn...

new video on litdb + GPT enhancements: youtube.com/live/SUtvtc7... Now the chat is streaming, and allows you to inject other text for context!

litdb now works with Jupyter Lab. Check it out here youtube.com/live/j7rItPw...!

Have you seen litdb (www.youtube.com/live/e-J3Bh2...? It is a fulltext and semantic search tool for the scientific literature that works locally on your own computer.

Is there an API to download skeets from a feed or by some query yet?

Why isn’t there a bookmark or save skeet feature?

would anyone be interested in a bot that posts skeets on newly published catalysis papers?

Our recent ACS Energy Letters paper on cation effects for ORR was highlighted in Chem Catalysis! Check it out! Thank you to Pengtao Xu and coworkers! www.sciencedirect.com/science/arti... To read the original paper: pubs.acs.org/doi/full/10....