Formal & Physical Sciences AI — News & ApplicationsENHackathon 4 - Building agents for STEM - SlautinMachine Learning in the NanoworldJuly 18, 2026 12 min★ ★ ★ ☆ ☆ 3/5AI AgentsSTEM Image AnalysisSmolagents
Formal & Physical Sciences AI — Models & ResearchENHackathon 3 - ML-Enhanced Analysis of EELS - SlautinMachine Learning in the NanoworldJuly 18, 2026 13 min★ ★ ★ ☆ ☆ 3/5EELSVariational AutoencoderMachine Learning
Applied Sciences & Engineering AI — Models & ResearchENHackathon 2 - Data curation and unsupervised analysis of the diffraction data - HoustonMachine Learning in the NanoworldJuly 18, 2026 17 min★ ★ ★ ★ ☆ 4/54D-STEMDigital TwinData Analysis
Applied Sciences & Engineering Computing & CybersecurityENHackathon 1 - Image analysis pipelines - DuscherDuscherJuly 18, 2026 19 min★ ★ ★ ★ ☆ 4/5U-NetDeep LearningAtom Detection
Formal & Physical Sciences AI — Models & ResearchENDay 5 - Reward Functions for Decision Making - KalininSergei KalininJuly 18, 2026 49 min★ ★ ★ ★ ☆ 4/5Bayesian OptimizationGaussian ProcessesAutomated Experimentation
Applied Sciences & Engineering AI — Models & ResearchENDay 5 - Principles of Gaussian Processes and Bayesian Optimization - KalininSergei KalininJuly 18, 2026 56 min★ ★ ★ ★ ☆ 4/5Gaussian ProcessesBayesian OptimizationDeep Kernel Learning
Formal & Physical Sciences EducationENDay 5 - New opportunities for STEM (guest lecture) - LupiniAndy LupiniJuly 18, 2026 31 min★ ★ ★ ★ ☆ 4/5STEMElectron MicroscopyDetectors
Formal & Physical Sciences AI — Models & ResearchENDay 5 - Deep Kernel Neural Learning and hAE - KalininKalininJuly 18, 2026 59 min★ ★ ★ ★ ☆ 4/5Non-Myopic Decision MakingReinforcement LearningSearch Algorithms
Formal & Physical Sciences Science — General & HistoryENDay 5 - Decision Making in Microscopy - KalininSergei KalininJuly 18, 2026 62 min★ ★ ★ ★ ☆ 4/5Decision-MakingAutomated ExperimentationMicroscopy
Applied Sciences & Engineering Engineering & TechnologyENDay 5 - Atomic Fabrication with STEM (guest lecture) - RoccaprioreKevin RoccaprioreJuly 18, 2026 52 min★ ★ ★ ★ ☆ 4/5STEMAtomic ManipulationNanotechnology
Applied Sciences & Engineering Science — General & HistoryENDay 5 - AE Microscopy for Materials Exploration - SlautinAndrei SlautinJuly 18, 2026 39 min★ ★ ★ ★ ☆ 4/5STEMHigh-ThroughputMaterials Discovery
Applied Sciences & Engineering AI — Models & ResearchENDay 4 - ML-based tuning and drift correction - SgouralisIoannis SgouralisJuly 18, 2026 56 min★ ★ ★ ★ ☆ 4/5Drift CorrectionMicroscopyKalman Filter
Applied Sciences & Engineering AI — Models & ResearchENDay 4 - Introduction to Workflows in Machine Learning - KalininSergei KalininJuly 18, 2026 43 min★ ★ ★ ★ ☆ 4/5Machine LearningAutomated MicroscopyWorkflows
Applied Sciences & Engineering Computing & CybersecurityENDay 4 - Federating STEM from machine to network - CaswellTom CaswellJuly 18, 2026 50 min★ ★ ★ ★ ☆ 4/5BlueskyData AcquisitionSynchrotron
Formal & Physical Sciences AI — News & ApplicationsENDay 4 - Building the STEM control agents - SanchezCheryl SanchezJuly 18, 2026 49 min★ ★ ★ ★ ☆ 4/5AI AgentsElectron MicroscopyLLM
Applied Sciences & Engineering Control & RoboticsENDay 4 - Autonomous Operation (guest lecture) - LongoPaolo LongoJuly 18, 2026 49 min★ ★ ★ ★ ☆ 4/5AutomationElectron MicroscopyScripting
Applied Sciences & Engineering AI — News & ApplicationsENDay 4 - Agentic analysis and streaming to theory (guest lecture) - ChoudharyKamal ChoudharyJuly 18, 2026 37 min★ ★ ★ ★ ☆ 4/5Agentic AIMaterials ScienceAtomGPT
Formal & Physical Sciences AI — Models & ResearchENDay 3 - VAE for Image and Spectrum Analysis - KalininKalinin (Machine Learning in the Nanoworld)July 18, 2026 61 min★ ★ ★ ★ ☆ 4/5AutoencoderVariational AutoencoderLatent Space
Applied Sciences & Engineering Science — General & HistoryENDay 3 - Remote Acquisition of EDS spectra in STEM - DuscherDuscherJuly 18, 2026 29 min★ ★ ★ ☆ ☆ 3/5EDSSTEMElectron Microscopy
Formal & Physical Sciences AI — Models & ResearchENDay 3 - Machine Learning of Spectroscopic Datasets - KalininSergei KalininJuly 18, 2026 59 min★ ★ ★ ★ ☆ 4/5Machine LearningSpectroscopyElectron Microscopy
Formal & Physical Sciences ChemistryENDay 3 - Introduction to Spectroscopy - DuscherDuscherJuly 18, 2026 71 min★ ★ ★ ★ ☆ 4/5SpectroscopyElectron MicroscopyEELS
Formal & Physical Sciences ChemistryENDay 3 - Conventional Analysis of EELS - DuscherProfessor DuscherJuly 18, 2026 52 min★ ★ ★ ★ ☆ 4/5EELSElectron MicroscopySpectroscopy
Applied Sciences & Engineering Medicine & HealthENDay 3 - Analysis of EDS - DuscherDuscherJuly 18, 2026 50 min★ ★ ★ ★ ☆ 4/5EDSTEMQuantification
Formal & Physical Sciences PhysicsENDay 2 - Simulation of Diffraction Pattern - DuscherGerd DuscherJuly 18, 2026 53 min★ ★ ★ ★ ☆ 4/5Electron DiffractionMultisliceCBED
Applied Sciences & Engineering Science — General & HistoryENDay 2 - Remote Diffraction Acquisition in STEM - DuscherDuscherJuly 18, 2026 43 min★ ★ ★ ★ ☆ 4/5STEMElectron MicroscopyCBED
Formal & Physical Sciences PhysicsENDay 2 - Introduction to Diffraction - DuscherGerd DuscherJuly 18, 2026 63 min★ ★ ★ ★ ☆ 4/5Electron DiffractionCrystallographyReciprocal Space
Applied Sciences & Engineering Science — General & HistoryENDay 2 - Conventional and Smart Acquisition of 4D STEM - HoustonMachine Learning in the NanoworldJuly 18, 2026 41 min★ ★ ★ ★ ☆ 4/54D STEMCompressed SensingAdaptive Sampling
Formal & Physical Sciences ChemistryENDay 2 - Analyzing Diffraction Pattern - DuscherDuscherJuly 18, 2026 49 min★ ★ ★ ★ ☆ 4/5CBEDDiffractionElectron Microscopy
Formal & Physical Sciences Science — General & HistoryENDay 2 - 4D STEM (guest lecture) - OphusColin OphusJuly 18, 2026 63 min★ ★ ★ ★ ☆ 4/54D STEMMachine LearningPtychography
Applied Sciences & Engineering AI — Models & ResearchENDay 1 - Welcome And IntroductionMachine Learning in the NanoworldJuly 18, 2026 24 min★ ★ ★ ★ ☆ 4/5Machine LearningElectron MicroscopyAutomation
Formal & Physical Sciences Science — General & HistoryENDay 1 - Simulation of Ronchigrams - DuscherDuscherJuly 18, 2026 56 min★ ★ ★ ★ ☆ 4/5STEMRonchigramAberration Correction
Applied Sciences & Engineering Science — General & HistoryENDay 1 - Remote Aberration Correction in STEM - DuscherDuscherJuly 18, 2026 50 min★ ★ ★ ★ ☆ 4/5STEMAberration CorrectionRemote Operation
Formal & Physical Sciences Science — General & HistoryENDay 1 - Principles of Electron Optics and Aberration Correction in STEM - DuscherGerd DuscherJuly 18, 2026 61 min★ ★ ★ ★ ☆ 4/5Electron MicroscopySTEMAberration Correction
Formal & Physical Sciences PhysicsENDay 1 - Physics from STEM data - KalininSergei KalininJuly 18, 2026 62 min★ ★ ★ ★ ☆ 4/5STEMElectron MicroscopyFerroelectrics
Formal & Physical Sciences AI — Models & ResearchENDay 1 - Introduction to Neural Networks for Images - HeonHeonJuly 18, 2026 34 min★ ★ ★ ★ ☆ 4/5Neural NetworksDeep LearningCNN
Applied Sciences & Engineering Computing & CybersecurityENDay 1 - Cloudifying STEM - APIs, cybersecurity, operation - Duscher, DunnDuscher, DunnJuly 18, 2026 63 min★ ★ ★ ★ ☆ 4/5Remote MicroscopyCloudificationPyTango