Faculty

Institution

Unit

Venue

Stefan Boettcher

Professor

Emory University

Affiliations

Emory College of Arts and Sciences

Physics

Stefan Boettcher is currently serving as an Emory College Of Arts And Sciences Professor at Emory University.

Honors

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Experiences

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Education

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Stefan Boettcher

Emory University

Professor

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physics condensed matter physics applied mathematics applied physics materials science mathematical physics particle physics extremal optimization quantum mechanics mathematical optimization condensed matter statistical mechanics network science computational optimization theoretical physics graph theory quantum science statistical physics colloidal systems soft matter dynamical systems spectral theory evolutionary computation combinatorial optimization global optimization network theory critical phenomena self-organized criticality ground states record dynamics renormalization group continuous optimization optimization problems stiffness exponents engineering optimization constrained optimization quantum theory colloid chemistry cluster science quantum search algorithms evolutionary intelligence adaptation evolutionary applications dynamic optimization anomalous diffusion random graphs probabilistic graph theory hanoi networks extremal dynamics spin glasses sherrington-kirkpatrick spin glass mesoscopic model evolution strategy differential evolution lattice theory solid-state physics large-scale global optimization extremal graph theory perturbation methods evolutionary programming edwards-anderson model bethe lattices continuous-time quantum search spatial heterogeneity bio-inspired computation ecological rationality evolution-based method hybrid optimization technique colloidal materials colloidal property plasma science network optimization graph neural networks heuristic (computer science) energy minimization soil compaction disordered quantum system non-equilibrium dynamics quantum walks computational materials science material modeling material simulation glassy dynamics complex systems

Notable Scholarly Works

Notable Federal Grants

Collaborators

Ground States of the Mean-Field Spin Glass With 3-Spin Couplings. arXiv (Cornell University) (2025)

quantum magnetismnature physicmagnetic resonancespin dynamicsapplied physicsspin phenomenonphysicsmagnetismmean-field spin glassquantum mechanics

Hysteretic Response to Different Modes of Ramping an External Field in Sparse and Dense Ising Spin Glasses. Physica A Statistical Mechanics and its Applications (2024)

Mahajabin RahmanStefan Boettcher

spin glassesspin dynamicsdynamical systemsstatistical mechanicsapplied physicsexternal fieldhysteretic response

Physics of the Edwards–Anderson Spin Glass in Dimensions D = 3, …,8 From Heuristic Ground State Optimization. Frontiers in Physics (2024)

Stefan Boettcher

spintronicslow-dimensional structurescondensed matter physicscondensed matterapplied physicsspin phenomenonsolid-state physicsphysicsedwards-anderson spin glassmagnetismexperimental physics

Real-Space Model for Activated Processes in Rejuvenation and Memory Behavior of Glassy Systems. Soft Matter (2024)

Mahajabin RahmanStefan Boettcher

memory behaviorsurface sciencefragmentation effectactivated processesrelaxation processreal-space modelneuroscienceglassy systemsmaterials sciencesoft matterenvironmental science

Deep Reinforced Learning Heuristic Tested on Spin-Glass Ground States: The Larger Picture. Nature Communications (2023)

Stefan Boettcher

deep reinforcement learningreinforcement learningscientific communicationspin-glass ground statescommunicationdeep learning

Effect of Bevelled Silo Outlet in the Flow Rate During Discharge. Powder Technology (2023)

Paula A. GagoMarcos A. MadridStefan BoettcherRaphael BlumenfeldPeter King

fluid dynamicsflow rateparticle technologymaterials sciencemanufacturing technology

Instability Cascades in Disordered Systems Indicate Record Dynamics. arXiv (Cornell University) (2023)

Boettcher, StefanGago, Paula A.

record dynamicsdisordered systemsinstability cascades

Density Fluctuations in Granular Piles Traversing the Glass Transition: A Grain-Scale Characterization via the Internal Energy. Science Advances (2022)

Paula A. GagoStefan Boettcher

internal energyglass transitiondensity fluctuationscondensed matter physicsmaterials scienceapplied physicsgranular pilesscience advancegrain-scale characterization

Inability of a Graph Neural Network Heuristic to Outperform Greedy Algorithms in Solving Combinatorial Optimization Problems. Nature Machine Intelligence (2022)

Stefan Boettcher

greedy algorithmscombinatorial optimizationcomputer sciencemachine learningmachine intelligencegraph neural networksartificial intelligencecombinatorial optimization problemsheuristic (computer science)neural network (machine learning)

Transport and Localization in Quantum Walks on a Random Hierarchy of Barriers. Journal of Physics A Mathematical and Theoretical (2022)

Richa SharmaStefan Boettcher

transmissionrandom hierarchy

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Stefan Boettcher

Professor

Emory University

Affiliations

Emory College of Arts and Sciences

Physics

Stefan Boettcher is currently serving as an Emory College Of Arts And Sciences Professor at Emory University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Stefan Boettcher

Emory University

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Ground States of the Mean-Field Spin Glass With 3-Spin Couplings. arXiv (Cornell University) (2025)

quantum magnetismnature physicmagnetic resonancespin dynamicsapplied physicsspin phenomenonphysicsmagnetismmean-field spin glassquantum mechanics

Hysteretic Response to Different Modes of Ramping an External Field in Sparse and Dense Ising Spin Glasses. Physica A Statistical Mechanics and its Applications (2024)

Mahajabin RahmanStefan Boettcher

spin glassesspin dynamicsdynamical systemsstatistical mechanicsapplied physicsexternal fieldhysteretic response

Physics of the Edwards–Anderson Spin Glass in Dimensions D = 3, …,8 From Heuristic Ground State Optimization. Frontiers in Physics (2024)

Stefan Boettcher

spintronicslow-dimensional structurescondensed matter physicscondensed matterapplied physicsspin phenomenonsolid-state physicsphysicsedwards-anderson spin glassmagnetismexperimental physics

Real-Space Model for Activated Processes in Rejuvenation and Memory Behavior of Glassy Systems. Soft Matter (2024)

Mahajabin RahmanStefan Boettcher

memory behaviorsurface sciencefragmentation effectactivated processesrelaxation processreal-space modelneuroscienceglassy systemsmaterials sciencesoft matterenvironmental science

Deep Reinforced Learning Heuristic Tested on Spin-Glass Ground States: The Larger Picture. Nature Communications (2023)

Stefan Boettcher

deep reinforcement learningreinforcement learningscientific communicationspin-glass ground statescommunicationdeep learning

Effect of Bevelled Silo Outlet in the Flow Rate During Discharge. Powder Technology (2023)

Paula A. GagoMarcos A. MadridStefan BoettcherRaphael BlumenfeldPeter King

fluid dynamicsflow rateparticle technologymaterials sciencemanufacturing technology

Instability Cascades in Disordered Systems Indicate Record Dynamics. arXiv (Cornell University) (2023)

Boettcher, StefanGago, Paula A.

record dynamicsdisordered systemsinstability cascades

Density Fluctuations in Granular Piles Traversing the Glass Transition: A Grain-Scale Characterization via the Internal Energy. Science Advances (2022)

Paula A. GagoStefan Boettcher

internal energyglass transitiondensity fluctuationscondensed matter physicsmaterials scienceapplied physicsgranular pilesscience advancegrain-scale characterization

Inability of a Graph Neural Network Heuristic to Outperform Greedy Algorithms in Solving Combinatorial Optimization Problems. Nature Machine Intelligence (2022)

Stefan Boettcher

Transport and Localization in Quantum Walks on a Random Hierarchy of Barriers. Journal of Physics A Mathematical and Theoretical (2022)

Richa SharmaStefan Boettcher

transmissionrandom hierarchy

1
2
3
4
5
24
10 / page

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