Associate
Posted March 26, 2026
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Responsibilities
Responsibilities
- You will contribute to the development of simulation tools that connect physics-based models with clinically meaningful outcomes .
- This is an opportunity to play a key role in advancing emerging hyperthermia technologies through rigorous modeling, data integration, and cross-disciplinary collaboratio n.
- lesImplement and refine numerical solvers for thermal transport problems using approaches such as finite difference, finite element, or finite volume meth
- odsValidate model performance by comparing simulation outputs with theoretical solutions and experimental datas
- etsProcess and integrate medical imaging data (e.g., MRI or CT) to build anatomically relevant simulation environme
- ntsWork closely with engineers, clinicians, and experimental researchers to translate model outputs into clinically useful metr
- icsDocument modeling workflows, assumptions, and validation processes for internal use and potential regulatory documentat ion Core Qualificat ionsThermal Physics & Bioheat Mode
- lingStrong background in heat transfer and thermal transport phenomena, particularly in biological sys
- temsFamiliarity with modeling frameworks such as the Bioheat Transfer Equation or related formulat
- ionsUnderstanding of how tissue properties and perfusion influence thermal beha viorComputational Mode
- lingExperience building or implementing numerical models for heat transport or related PDE-based sys
- temsKnowledge of explicit and implicit numerical mo
- delsExperience developing or modifying solvers using finite difference, finite element, or finite volume approa
- chesAbility to validate models through benchmarking against analytical or experimental res ultsMedical Imaging & Data Prepara
- tionExperience working with imaging datasets such as MRI or CT s
- cansSkills in segmentation, registration, and preprocessing of imaging
- dataAbility to convert imaging data into simulation-ready geometries or computational dom ainsTechnical Sk
Not Met Priorities
What still needs stronger evidence
Requirements
- etsProcess and integrate medical imaging data (e.g., MRI or CT) to build anatomically relevant simulation environme
- icsDocument modeling workflows, assumptions, and validation processes for internal use and potential regulatory documentat ion Core Qualificat ionsThermal Physics & Bioheat Mode
- lingStrong background in heat transfer and thermal transport phenomena, particularly in biological sys
- temsFamiliarity with modeling frameworks such as the Bioheat Transfer Equation or related formulat
- ionsUnderstanding of how tissue properties and perfusion influence thermal beha viorComputational Mode
- lingExperience building or implementing numerical models for heat transport or related PDE-based sys
- temsKnowledge of explicit and implicit numerical mo
- delsExperience developing or modifying solvers using finite difference, finite element, or finite volume approa
- chesAbility to validate models through benchmarking against analytical or experimental res ultsMedical Imaging & Data Prepara
- tionExperience working with imaging datasets such as MRI or CT s
- cansSkills in segmentation, registration, and preprocessing of imaging
- dataAbility to convert imaging data into simulation-ready geometries or computational dom ainsTechnical Sk
- illsStrong programming ability in Py
- thonFamiliarity with scientific computing tools such as NumPy, SciPy, Numba, and visualization libra
- riesExperience using Git or similar version control systems in collaborative development environm entsPreferred Experi
- enceDevelopment of interactive visualization tools or web-based interfaces for scientific
- dataExperience collaborating across multidisciplinary teams (e.g., clinicians, engineers, experimental scienti
- sts)Contributions to peer-reviewed publications, technical reports, or regulatory documenta tion
Preferred Skills
- illsStrong programming ability in Py
- thonFamiliarity with scientific computing tools such as NumPy, SciPy, Numba, and visualization libra
- riesExperience using Git or similar version control systems in collaborative development environm entsPreferred Experi
- enceDevelopment of interactive visualization tools or web-based interfaces for scientific
- dataExperience collaborating across multidisciplinary teams (e.g., clinicians, engineers, experimental scienti
- sts)Contributions to peer-reviewed publications, technical reports, or regulatory documenta tion
Education
- (Not required) – DoDevelop computational models that simulate heat transfer in biological tissue exposed to magnetically activated nanopartic
We are looking for a scientist or engineer with strong computational and physics expertise to help develop advanced modeling tools for heat transport in biological systems. This role focuses on building simulation frameworks that model how magnetic nanoparticles generate heat in tissue and translating those results into insights that can inform therapeutic strategies. The ideal candidate enjoys working at the interface of computational modeling, biomedical engineering, and applied research. You will contribute to the development of simulation tools that connect physics-based models with clinically meaningful outcomes . This is an opportunity to play a key role in advancing emerging hyperthermia technologies through rigorous modeling, data integration, and cross-disciplinary collaboratio n. What You’ll
DoDevelop computational models that simulate heat transfer in biological tissue exposed to magnetically activated nanopartic
lesImplement and refine numerical solvers for thermal transport problems using approaches such as finite difference, finite element, or finite volume meth
odsValidate model performance by comparing simulation outputs with theoretical solutions and experimental datas
etsProcess and integrate medical imaging data (e.g., MRI or CT) to build anatomically relevant simulation environme
ntsWork closely with engineers, clinicians, and experimental researchers to translate model outputs into clinically useful metr
icsDocument modeling workflows, assumptions, and validation processes for internal use and potential regulatory documentat ion Core Qualificat ionsThermal Physics & Bioheat Mode
lingStrong background in heat transfer and thermal transport phenomena, particularly in biological sys
temsFamiliarity with modeling frameworks such as the Bioheat Transfer Equation or related formulat
ionsUnderstanding of how tissue properties and perfusion influence thermal beha viorComputational Mode
lingExperience building or implementing numerical models for heat transport or related PDE-based sys
temsKnowledge of explicit and implicit numerical mo
delsExperience developing or modifying solvers using finite difference, finite element, or finite volume approa
chesAbility to validate models through benchmarking against analytical or experimental res ultsMedical Imaging & Data Prepara
tionExperience working with imaging datasets such as MRI or CT s
cansSkills in segmentation, registration, and preprocessing of imaging
dataAbility to convert imaging data into simulation-ready geometries or computational dom ainsTechnical Sk
illsStrong programming ability in Py
thonFamiliarity with scientific computing tools such as NumPy, SciPy, Numba, and visualization libra
riesExperience using Git or similar version control systems in collaborative development environm entsPreferred Experi
enceDevelopment of interactive visualization tools or web-based interfaces for scientific
dataExperience collaborating across multidisciplinary teams (e.g., clinicians, engineers, experimental scienti
sts)Contributions to peer-reviewed publications, technical reports, or regulatory documenta tion
DoDevelop computational models that simulate heat transfer in biological tissue exposed to magnetically activated nanopartic
lesImplement and refine numerical solvers for thermal transport problems using approaches such as finite difference, finite element, or finite volume meth
odsValidate model performance by comparing simulation outputs with theoretical solutions and experimental datas
etsProcess and integrate medical imaging data (e.g., MRI or CT) to build anatomically relevant simulation environme
ntsWork closely with engineers, clinicians, and experimental researchers to translate model outputs into clinically useful metr
icsDocument modeling workflows, assumptions, and validation processes for internal use and potential regulatory documentat ion Core Qualificat ionsThermal Physics & Bioheat Mode
lingStrong background in heat transfer and thermal transport phenomena, particularly in biological sys
temsFamiliarity with modeling frameworks such as the Bioheat Transfer Equation or related formulat
ionsUnderstanding of how tissue properties and perfusion influence thermal beha viorComputational Mode
lingExperience building or implementing numerical models for heat transport or related PDE-based sys
temsKnowledge of explicit and implicit numerical mo
delsExperience developing or modifying solvers using finite difference, finite element, or finite volume approa
chesAbility to validate models through benchmarking against analytical or experimental res ultsMedical Imaging & Data Prepara
tionExperience working with imaging datasets such as MRI or CT s
cansSkills in segmentation, registration, and preprocessing of imaging
dataAbility to convert imaging data into simulation-ready geometries or computational dom ainsTechnical Sk
illsStrong programming ability in Py
thonFamiliarity with scientific computing tools such as NumPy, SciPy, Numba, and visualization libra
riesExperience using Git or similar version control systems in collaborative development environm entsPreferred Experi
enceDevelopment of interactive visualization tools or web-based interfaces for scientific
dataExperience collaborating across multidisciplinary teams (e.g., clinicians, engineers, experimental scienti
sts)Contributions to peer-reviewed publications, technical reports, or regulatory documenta tion