Episode 101: All About Biomatter

Hyperparameter tuning of physics-informed neural nets makes a difference

Episode 100: Materials for Bikes

Using phase-field simulations to train deep learning models to identify dendritic microstructures

Episode 99: Bulk Metallic Glasses

Episode 98: Accelerating Catalyst Research with Meta

Ski Wax Secrets: What Makes You Glide Faster? 🏔️🔬

Episode 97: Titanium

Episode 96: Spark Ablation with VSParticle

Episode 95: You Don't Know Anything About Steel

Episode 94: An Introduction to Quantum Materials

Episode 93: An Introduction to Pyrometallurgy

Mighty Mushrooms: Inspiring Advanced Metamaterials for Energy Dissipation

Use SciSpace + ChatGPT instead of Google Scholar for literature reviews

Using symmetry to construct Crystals: Building Zeolite Frameworks with VESTA

Can we use Gemini Pro to mine materials data from literature?

Grouping matter by symmetry: Point Groups, Space Groups, and Crystal Systems

Understanding Crystal Structures: Symmetry and Lattices Explained

Episode 92: The Quest for Pure Uranium

Honegumi tutorial #2. multiobjective polymer formulation

Making complex Bayesian Optimization simple with Honegumi

33. Large Language Models in Materials Science

32. Bayesian Optimization

31. Gaussian Processes

30a Coding a Naive Bayes classifier by hand

30. Bayes Theorem and Naive bayes classifier

Episode 91: High Entropy Alloys

29. Diffusion Models

28. Image segmentation

Episode 90: The Big Dig Incident

Episode 89: Special Applications of Microscopy Technologies

Episode 88: Accelerating Materials Discovery with Microsoft

Episode 87: Stories of a Materials Salesman

Lecture in Materials 9: Anil Virkar "Thermodynamic and kinetic considerations of fuel cell catalyst"

Lecture in Materials 8: Angie Richardson & Lindsay Fuoco "Piezoelectric ceramic processing"

Lecture in Materials 7: Dan Belnap "HPHT diamond sintering and nanodiamond manufacturing"

Use GitHub Copilot Chat to interactively create documentation, add type hints, and make unit tests

Interactive sample transfer workflow with slack notifications

Human-in-the-loop Bayesian Optimization

Episode 86: PHAs and Biodegradable Plastic

Materialism Podcast Ep 85: Electron Backscatter Diffraction

Max Balandat (Meta Adaptive Experimentation) "Bayesian Optimization for Sustainable Concrete"

Martin Fitzner "Industrial view on Bayesian optimization A perfect match for the low/no-data regime"

Discovering materials twice as fast at a fraction of the cost through Bayesian optimization

Lecture in Materials 6: Ian Harvey "Rocket nozzle materials"

Lecture in Materials 5. S. Elango Elangovan "Mission to Mars: One small step before a giant leap"

Lecture in Materials 4: Willard A Cutler "Materials Science-Based Innovations to Pollution Control"

26a. Application of GANs in Materials Science

Materialism Podcast Ep 84: The ICME Method with QuesTek

26. Generative Adversarial Networks

Materialism Podcast Ep 83: Computed Tomography at Zeiss

Lectures in Materials 3: Jeff Gunn "Introduction to Patents"

Lecture in Materials 2: Bryan McEntire "Silicon nitride - from lab to life"

Materialism Podcast Ep 82: Radar Absorbing Materials

Lecture in Materials 1: Jerry Stringfellow "Growth and properties of materials for LEDs"

Materialism Podcast Ep 81: New Materials for Carbon Capture

Materialism Podcast Ep 80: Ceramic Innovation with Delta Faucet

How to clone a github repo to follow along with in class coding examples

installing miniconda, virtual environments, and vscode for materials informatics

Materialism Podcast Ep 79: Cryogenic Milling at Cal Nano