Machine Learning in the Nanoworld

@mnmicroscopymachinelearnin4427

40 tuit

Applied Sciences & Engineering Biology

Mycelium Capabilities for Programmable Cloud Labs

Machine Learning in the Nanoworld (speaker not explicitly identified)

November 6, 2026 45 min

★ ★ ★ ★ ☆ 4/5

MyceliumNetwork IntelligenceContext Graph

Applied Sciences & Engineering Science — General & History

FAIR Workflows and Data Accelerating AI-Driven Research

Ale Strachan, Daniel Mejia, Juan Carlos Verduzco (Purdue University)

November 6, 2026 57 min

★ ★ ★ ★ ☆ 4/5

FAIR DataAI AgentsScientific Workflows

Applied Sciences & Engineering Computing & Cybersecurity

Globus capabilities for Programmable Cloud Labs

Not specified (Globus representative)

November 3, 2026 31 min

★ ★ ★ ★ ☆ 4/5

GlobusCloud LabsData Transfer

Applied Sciences & Engineering Computing & Cybersecurity

Bluesky Capabilities for PCLs

Brookhaven National Laboratory (NSLS2)

November 2, 2026 86 min

★ ★ ★ ★ ☆ 4/5

BlueskyData AcquisitionSynchrotron

Formal & Physical Sciences AI — News & Applications

Hackathon 4 - Building agents for STEM - Slautin

Machine Learning in the Nanoworld

July 18, 2026 12 min

★ ★ ★ ☆ ☆ 3/5

AI AgentsSTEM Image AnalysisSmolagents

Formal & Physical Sciences AI — Models & Research

Hackathon 3 - ML‑Enhanced Analysis of EELS - Slautin

Machine Learning in the Nanoworld

July 18, 2026 13 min

★ ★ ★ ☆ ☆ 3/5

EELSVariational AutoencoderMachine Learning

$Hackathon 2 - Data curation and unsupervised analysis of the diffraction data - Houston$

Applied Sciences & Engineering AI — Models & Research

Hackathon 2 - Data curation and unsupervised analysis of the diffraction data - Houston

Machine Learning in the Nanoworld

July 18, 2026 17 min

★ ★ ★ ★ ☆ 4/5

4D-STEMDigital TwinData Analysis

Applied Sciences & Engineering Computing & Cybersecurity

Hackathon 1 - Image analysis pipelines - Duscher

Duscher

July 18, 2026 19 min

★ ★ ★ ★ ☆ 4/5

U-NetDeep LearningAtom Detection

Formal & Physical Sciences AI — Models & Research

Day 5 - Reward Functions for Decision Making - Kalinin

Sergei Kalinin

July 18, 2026 49 min

★ ★ ★ ★ ☆ 4/5

Bayesian OptimizationGaussian ProcessesAutomated Experimentation

Applied Sciences & Engineering AI — Models & Research

Day 5 - Principles of Gaussian Processes and Bayesian Optimization - Kalinin

Sergei Kalinin

July 18, 2026 56 min

★ ★ ★ ★ ☆ 4/5

Gaussian ProcessesBayesian OptimizationDeep Kernel Learning

Formal & Physical Sciences Education

Day 5 - New opportunities for STEM (guest lecture) - Lupini

Andy Lupini

July 18, 2026 31 min

★ ★ ★ ★ ☆ 4/5

STEMElectron MicroscopyDetectors

Formal & Physical Sciences AI — Models & Research

Day 5 - Deep Kernel Neural Learning and hAE - Kalinin

Kalinin

July 18, 2026 59 min

★ ★ ★ ★ ☆ 4/5

Non-Myopic Decision MakingReinforcement LearningSearch Algorithms

Formal & Physical Sciences Science — General & History

Day 5 - Decision Making in Microscopy - Kalinin

Sergei Kalinin

July 18, 2026 62 min

★ ★ ★ ★ ☆ 4/5

Decision-MakingAutomated ExperimentationMicroscopy

Applied Sciences & Engineering Engineering & Technology

Day 5 - Atomic Fabrication with STEM (guest lecture) - Roccapriore

Kevin Roccapriore

July 18, 2026 52 min

★ ★ ★ ★ ☆ 4/5

STEMAtomic ManipulationNanotechnology

Applied Sciences & Engineering Science — General & History

Day 5 - AE Microscopy for Materials Exploration - Slautin

Andrei Slautin

July 18, 2026 39 min

★ ★ ★ ★ ☆ 4/5

STEMHigh-ThroughputMaterials Discovery

Applied Sciences & Engineering AI — Models & Research

Day 4 - ML-based tuning and drift correction - Sgouralis

Ioannis Sgouralis

July 18, 2026 56 min

★ ★ ★ ★ ☆ 4/5

Drift CorrectionMicroscopyKalman Filter

Applied Sciences & Engineering AI — Models & Research

Day 4 - Introduction to Workflows in Machine Learning - Kalinin

Sergei Kalinin

July 18, 2026 43 min

★ ★ ★ ★ ☆ 4/5

Machine LearningAutomated MicroscopyWorkflows

Applied Sciences & Engineering Computing & Cybersecurity

Day 4 - Federating STEM from machine to network - Caswell

Tom Caswell

July 18, 2026 50 min

★ ★ ★ ★ ☆ 4/5

BlueskyData AcquisitionSynchrotron

Formal & Physical Sciences AI — News & Applications

Day 4 - Building the STEM control agents - Sanchez

Cheryl Sanchez

July 18, 2026 49 min

★ ★ ★ ★ ☆ 4/5

AI AgentsElectron MicroscopyLLM

Applied Sciences & Engineering Control & Robotics

Day 4 - Autonomous Operation (guest lecture) - Longo

Paolo Longo

July 18, 2026 49 min

★ ★ ★ ★ ☆ 4/5

AutomationElectron MicroscopyScripting

Applied Sciences & Engineering AI — News & Applications

Day 4 - Agentic analysis and streaming to theory (guest lecture) - Choudhary

Kamal Choudhary

July 18, 2026 37 min

★ ★ ★ ★ ☆ 4/5

Agentic AIMaterials ScienceAtomGPT

Formal & Physical Sciences AI — Models & Research

Day 3 - VAE for Image and Spectrum Analysis - Kalinin

Kalinin (Machine Learning in the Nanoworld)

July 18, 2026 61 min

★ ★ ★ ★ ☆ 4/5

AutoencoderVariational AutoencoderLatent Space

Applied Sciences & Engineering Science — General & History

Day 3 - Remote Acquisition of EDS spectra in STEM - Duscher

Duscher

July 18, 2026 29 min

★ ★ ★ ☆ ☆ 3/5

EDSSTEMElectron Microscopy

Formal & Physical Sciences AI — Models & Research

Day 3 - Machine Learning of Spectroscopic Datasets - Kalinin

Sergei Kalinin

July 18, 2026 59 min

★ ★ ★ ★ ☆ 4/5

Machine LearningSpectroscopyElectron Microscopy

Formal & Physical Sciences Chemistry

Day 3 - Introduction to Spectroscopy - Duscher

Duscher

July 18, 2026 71 min

★ ★ ★ ★ ☆ 4/5

SpectroscopyElectron MicroscopyEELS

Formal & Physical Sciences Chemistry

Day 3 - Conventional Analysis of EELS - Duscher

Professor Duscher

July 18, 2026 52 min

★ ★ ★ ★ ☆ 4/5

EELSElectron MicroscopySpectroscopy

Applied Sciences & Engineering Medicine & Health

Day 3 - Analysis of EDS - Duscher

Duscher

July 18, 2026 50 min

★ ★ ★ ★ ☆ 4/5

EDSTEMQuantification

$Day 2 - Simulation of Diffraction Pattern - Duscher$

Formal & Physical Sciences Physics

Day 2 - Simulation of Diffraction Pattern - Duscher

Gerd Duscher

July 18, 2026 53 min

★ ★ ★ ★ ☆ 4/5

Electron DiffractionMultisliceCBED

$Day 2 - Remote Diffraction Acquisition in STEM - Duscher$

Applied Sciences & Engineering Science — General & History

Day 2 - Remote Diffraction Acquisition in STEM - Duscher

Duscher

July 18, 2026 43 min

★ ★ ★ ★ ☆ 4/5

STEMElectron MicroscopyCBED

$Day 2 - Introduction to Diffraction - Duscher$

Formal & Physical Sciences Physics

Day 2 - Introduction to Diffraction - Duscher

Gerd Duscher

July 18, 2026 63 min

★ ★ ★ ★ ☆ 4/5

Electron DiffractionCrystallographyReciprocal Space

Applied Sciences & Engineering Science — General & History

Day 2 - Conventional and Smart Acquisition of 4D STEM - Houston

Machine Learning in the Nanoworld

July 18, 2026 41 min

★ ★ ★ ★ ☆ 4/5

4D STEMCompressed SensingAdaptive Sampling

$Day 2 - Analyzing Diffraction Pattern - Duscher$

Formal & Physical Sciences Chemistry

Day 2 - Analyzing Diffraction Pattern - Duscher

Duscher

July 18, 2026 49 min

★ ★ ★ ★ ☆ 4/5

CBEDDiffractionElectron Microscopy

Formal & Physical Sciences Science — General & History

Day 2 - 4D STEM (guest lecture) - Ophus

Colin Ophus

July 18, 2026 63 min

★ ★ ★ ★ ☆ 4/5

4D STEMMachine LearningPtychography

Applied Sciences & Engineering AI — Models & Research

Day 1 - Welcome And Introduction

Machine Learning in the Nanoworld

July 18, 2026 24 min

★ ★ ★ ★ ☆ 4/5

Machine LearningElectron MicroscopyAutomation

Formal & Physical Sciences Science — General & History

Day 1 - Simulation of Ronchigrams - Duscher

Duscher

July 18, 2026 56 min

★ ★ ★ ★ ☆ 4/5

STEMRonchigramAberration Correction

Applied Sciences & Engineering Science — General & History

Day 1 - Remote Aberration Correction in STEM - Duscher

Duscher

July 18, 2026 50 min

★ ★ ★ ★ ☆ 4/5

STEMAberration CorrectionRemote Operation

Formal & Physical Sciences Science — General & History

Day 1 - Principles of Electron Optics and Aberration Correction in STEM - Duscher

Gerd Duscher

July 18, 2026 61 min

★ ★ ★ ★ ☆ 4/5

Electron MicroscopySTEMAberration Correction

Formal & Physical Sciences Physics

Day 1 - Physics from STEM data - Kalinin

Sergei Kalinin

July 18, 2026 62 min

★ ★ ★ ★ ☆ 4/5

STEMElectron MicroscopyFerroelectrics

Formal & Physical Sciences AI — Models & Research

Day 1 - Introduction to Neural Networks for Images - Heon

Heon

July 18, 2026 34 min

★ ★ ★ ★ ☆ 4/5

Neural NetworksDeep LearningCNN

Applied Sciences & Engineering Computing & Cybersecurity

Day 1 - Cloudifying STEM - APIs, cybersecurity, operation - Duscher, Dunn

Duscher, Dunn

July 18, 2026 63 min

★ ★ ★ ★ ☆ 4/5

Remote MicroscopyCloudificationPyTango