Postdoc: Physics-Informed ML for Excited-State Chemistry
Lawrence Berkeley National Laboratory
Lawrence Berkeley National Laboratory is seeking a Postdoctoral Researcher in Scientific Machine Learning & Computational Chemistry to advance physics-informed, symmetry-aware ML models for nonadiabatic excited-state simulations. You will build equivariant graph neural networks and connect them to nonadiabatic dynamics workflows. The role emphasizes developing robust research software, validating models on energy-relevant systems, and contributing to open-source tools while collaborating with #J-18808-Ljbffr Lawrence Berkeley National Laboratory
- ...scientific machine learning and computational chemistry. You will build symmetry-aware models to accelerate excited-state simulations and connect them to open-source workflows... ...dynamics tools. PhD within 3 years and strong ML in science required. #J-18808-Ljbffr Berkeley...For PostDoc
$8.83k - $10.23k
...Machine Learning & Computational Chemistry to conduct fundamental and... ...In this role, you will develop physics-informed, symmetry-aware models that accelerate excited-state simulations, integrate them into... ...grow through the Berkeley Lab Postdoc Association , including social...For PostDocFull timeContract workRemote work$71.49k - $79.73k
...Salary range: The UC postdoc salary scales set the... ...affect conductivity, chemistry, and energy deposition... ...satellite observations, and physics-based numerical... ...requirements 2 required (contact information only) Apply link:... ...policy and California state law. Please refer...For PostDocSummer workH1bLocal area$104.6k - $154.5k
...eager to be part of our exciting Strategic Pla n, which... ...from the life, physical, and social sciences,... ...communicate technical information to technical and non-technical... ...(astronomy, physics, chemistry), and geosciences, and... ...status under state or federal law. UC Davis...For PostDocFull timeTraineeshipWork at officeLocal area$181.7k - $229.7k
...imaging; collaborate with Postdocs and graduate students... ..., computer vision, and state-of-the-art AI methods.... ...typically 4D or 5D (x,y,z,t,chemistry). Identify and... ...with state of the art AI/ML architectures (vison transformers... ...3 required (contact information only) Help contact...For PostDocContract workH1bLocal areaImmediate startWorldwide$5,562 - $6,670 per month
...join the team. In this exciting role, you will participate... ...based on physical phenomena. Design optical... ...with staff scientists, postdoc fellows, visiting researchers... ...experimental Physics, Chemistry, Engineering or other related... ...Research Series ML Research Scientist, Foundation...For PostDocFull timeContract workTemporary workPart time$111.4k - $163.2k
...computational tools (including AI/ML) to facilitate the... ...faculty of biological sciences, physics and chemistry at UC Berkeley, as well as the... ...outside academia. For information about potential relocation to... ...California policy and California state law. Please refer potential...Work at officeLocal areaRelocation$99.19k - $110.81k
...scale thermodynamic computing, a physics-based form of classical... ...thermal noise as a resource. The postdoc will use large-scale... ...design computers able to perform state-of-the-art machine-learning tasks... ...Publication List Additional Information Application date: Priority...For PostDocFull timeContract work$320k - $375k
...Associate Laboratory Director for Physical Sciences, the Nuclear Science... ...as instrumentation, quantum information science, and artificial... ...low energy nuclear physics and chemistry, nuclear theory, nuclear data... ...other protected categories under State and Federal law. Misconduct...For PostDocPermanent employmentFull timeWork at office- ...applying computational tools (including AI/ML) to facilitate the development and... ...the faculty of biological sciences, physics and chemistry at UC Berkeley, as well as the School... ...excellence in careers outside academia. For information about potential relocation to Berkeley...Work at officeRelocation
- ...anomalies early What we’re looking for Hands-on time in a chemistry, materials or semiconductor lab: glovebox, vacuum... ...chemistry, materials science, chemical engineering, physics or similar. Undergraduate through postdoc all welcome Meticulous, methodical, and genuinely...For PostDoc
$240k - $350k
...from leading institutions across biology, physics, chemistry, and AI. Role As a Senior /... ...with high ceilings, open space, and a team excited about what we’re building.... ...strong track record of work in applied ML research and application of ML methods to...Full timeWork at officeFlexible hours- ...located throughout the United States. Applicants must meet all... ...Degree: microbiology; or biology, chemistry, or basic medical science... ...and 20 semester hours in the physical and mathematical sciences combining... ...education. Additional information regarding Superior Academic Achievement...Work at office
- ...accredited college oruniversity in Chemistry OR Possession of a Bachelor's... ...Engineering, Chemical Physics,Physics, Molecular Biology or... ...staff andcommunity. Supplemental Information Applicants must meet the... ...university outside of theUnited States, you must submit a detailed...Part timeSecond jobWork at officeAfternoon shift
$250k - $325k
...at Ivo. You'll push the state of the art in applying... ...comparison and redlining, information extraction, and... ...Engineering, Mathematics, Physics, or a related quantitative... ...at top venues — e.g., ML/AI conferences (NeurIPS... ...than tomorrow. You're excited by the adventure of building...Contract workWork at officeImmediate startRemote work$240k - $280k
...throughput synthetic biology, generative chemistry, and AI/ML to discover and develop therapeutics... ...We’re looking for a Controller who is excited by Octant’s mission to develop medicines... ...firm to ensure compliance with all local, state and federal tax requirements and...Local area$8.32k - $10.42k
...enabling quantum networking between state-of-the-art quantum processors... ...of optical resonators. As a Postdoc on this project, you will... ...of neutral atoms for quantum information processing and quantum... ...platforms. Proven expertise in the physical modelling and performance...For PostDocFull timeContract workLocal areaRemote work$85.7k - $91.2k
...qualifications Bachelor's degree in Physics, Chemistry, Mechanical or Electrical Engineering... ...Reference requirements 3 required (contact information only) Help contact ****@*****.***.... ...of California policy and California state law. Please refer potential referees,...H1bLocal area- ...Computing to scale thermodynamic computing through large-scale simulations at NERSC. You will explore physics of thermodynamic computers and design systems capable of ML tasks, collaborating with Foundry and NERSC staff. The role involves developing nonlinear...For PostDoc
$165k - $180k
...technical direction of our ML infrastructure, and... ...team's work. If you're excited by applying cutting-... ...Master's in Computational Chemistry, Chemoinformatics, or a... ...origin, ancestry, physical or mental disability, medical... ...under federal, state, or local laws. We celebrate...Full timeLocal areaFlexible hours$6,643 - $7,145 per month
...number violation and related physics. You will perform research and... ...through the Berkeley Lab Postdoc Association, including social... ...dilution refrigerators. Additional information: Application date: Priority... ...protected categories under State and Federal law. Misconduct...For PostDocFull timeContract workLocal area$210k - $260k
...Machines team has also created an exciting first device—made possible... ...recent graduates, PhDs, and postdocs to apply. A strong research... ...manufacturing, and tolerance information into both standardized APIs and... ...-source CAD, geometry, or 3D ML libraries. The...For PostDocCasual workWork at officeWork from home$5,756 - $9,136 per month
...Accelerator Technology & Applied Physics (ATAP) Division at Lawrence... ...within our Program, the Postdoc(s) will assist in the design,... ...students and visitors. Additional information: Appointment type: This is a... ...protected categories under State and Federal law. #J-18808-...For PostDocFull timeContract work$55k - $194.8k
...biological imaging; collaborate with Postdocs and graduate students on... ..., computer science, math, physics or related field. Research experience... ...3 required (contact information only) About UC Berkeley UC Berkeley... ...policy and California state law. Please refer potential referees...For PostDocFull timeContract workH1bLocal areaWorldwide$290k - $360k
...teams whose expertise spans materials, chemistry, physics, biology, earth and environmental... ...Laboratory’s funding comes from federal and state taxpayers, and we are committed to... ...including the impacts of AI on stakeholder information gathering. Advise the Laboratory...Full timeWork at officeLocal areaShift workWeekend work$120k - $180k
...teams whose expertise spans materials, chemistry, physics, biology, earth and environmental science... ...'s funding comes from federal and state taxpayers, and we are committed to caring... ...reports that keep funders engaged and informed. Partner with the Lab's contracts, financial...Full timeTemporary workWork at officeFlexible hoursAfternoon shift$78k
N3AS Physics Frontier Center Fellows The NSF Physics Frontier Center Network for Neutrinos... ...Minnesota, U. of New Hampshire, North Carolina State U., Northwestern U., Notre Dame U., Ohio... ...are made through UC Berkeley. N3AS postdocs spend their initial two years at one of the...For PostDocRelocation package- ...ionospheric currents and electric fields affect conductivity, chemistry, and energy deposition, and how optical phenomena such as enhanced... ...ground-based optical measurements, satellite observations, and physics-based numerical modeling. The postdoctoral scholar will conduct...For PostDocSummer work
$175k - $250k
...Combinator. Founded in 2018 by physics PhDs, it is led by the former... ...AI experience to advance the state of the art analytics engine that... ...evolving toolset for ML and AI Ops. You are knowledgeable... ...You can give and receive informed, actionable feedback on technical...Full time- ...work, and making an impact ~ Excitement about amplifying human potential with state-of-the-art robotics ~ Proficiency... ...in motion planning, contact physics, machine learning, and computer... ...application materials based on available information. These tools assist our...Work from home
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