diff --git a/_config.yml b/_config.yml index 48204dd..f83fe06 100644 --- a/_config.yml +++ b/_config.yml @@ -50,7 +50,7 @@ navigation: - title: People link: /people.html - title: Research - link: /index.html#research + link: /research.html - title: News link: /index.html#news - title: Publications diff --git a/_data/research.yml b/_data/research.yml new file mode 100644 index 0000000..4936005 --- /dev/null +++ b/_data/research.yml @@ -0,0 +1,171 @@ +intro: >- + Our research connects electrochemical materials, physics-based modeling, + scientific machine learning, and system-level analysis to design safer, + higher-performing batteries and sustainable electrochemical technologies. + +sections: + - id: research-areas + title: Research Areas + note: >- + Current application areas span batteries, electrochemical manufacturing, + scientific AI, automated experimentation, and the infrastructure needed to + deploy electrochemical technologies. + topics: + - title: Battery Electrodes and Interfaces Design + publications: battery_materials + description: >- + We design and model materials for next-generation batteries, including + cathodes, anodes, electrolytes, and electrochemical interfaces. This + work aims to improve energy density, power capability, safety, + lifetime, and performance under demanding operating conditions such as + fast charging, low temperature, and high-rate cycling. + + - title: Battery Electrolyte Discovery + publications: electrolytes + description: >- + We develop new approaches for discovering and optimizing battery + electrolytes. This work spans liquid and solid electrolyte systems, + ion transport, solvation structure, interfacial stability, and + formulation design for lithium-ion, lithium-metal, and emerging + battery chemistries. + + - title: High-Energy-Density Batteries for Electric Aviation + publications: electric_aviation + description: >- + We develop battery materials, models, and design principles for + electric aviation, where cells must meet stringent requirements for + specific energy, power and lifetime. This research connects materials + design to aircraft-relevant duty cycles and system-level performance + targets. + + - title: Battery Modeling, Management, and Control + publications: battery_modeling + description: >- + We build models that connect electrochemical mechanisms to cell- and + system-level behavior. These models support performance prediction, + degradation analysis, state estimation and optimization. + + - title: Electrocatalysis and Electrochemical Manufacturing + publications: electrocatalysis_manufacturing + description: >- + We design and analyze electrochemical systems for sustainable chemical + and materials production. Research areas include ammonia synthesis, + low-carbon iron and cement production, and broader efforts to + electrify chemical manufacturing. + + - title: Electric Mobility and Charging Infrastructure + publications: mobility_charging + description: >- + We have studied the broader energy-system implications of + battery-powered transportation, including electric vehicle adoption, + charging infrastructure deployment, battery cost modeling, and + techno-economic analysis. This work connects electrochemical + technology development to transportation and infrastructure planning. + + - title: Foundation Models for Molecules and Materials + publications: foundation_models + description: >- + We train and apply large-scale foundation models that learn general + representations of molecules, crystals, and materials from large + datasets. These models can be adapted to downstream tasks such as + property prediction, electrolyte screening, molecular discovery, and + materials design. + + - title: AI Agents for Scientific Research + publications: ai_agents + description: >- + We develop AI agents that can plan, execute, monitor, and refine + scientific workflows. In materials simulation, this includes agentic + systems that coordinate structure generation, density functional + theory workflows, convergence testing, high-performance computing job + submission, error handling, and result interpretation. The DREAMS + framework is an example of this direction, using a hierarchical + multi-agent system for DFT-based materials simulation. + + - title: Automated Experimentation and Self-Driving Labs + publications: automated_experimentation + description: >- + We develop and use automated experimental workflows that combine + robotics, data infrastructure, and machine learning. These platforms + support rapid preparation, measurement, and optimization of + electrolyte formulations. We developed the Clio robotic platform, + which integrates multiple experimental modules under a shared software + framework, ElyteOS. It autonomously prepares liquid formulations, + performs electrochemical measurements, and characterizes their + properties. Complementing Clio, the SALSA (Salt Solubility Assessment) + module uses a deep learning model for optical recognition, capturing + real-time dissolution curves. + + - id: research-methods + title: Research Methods + note: >- + The group combines electronic-structure simulation, molecular dynamics, + continuum electrochemical modeling, differentiable physics, phase-field + modeling, and high-performance computing. + topics: + - title: First-Principles Electronic-Structure Modeling + publications: first_principles + description: >- + We use Density Functional Theory (DFT) to study structure-property + relation, material stability, transition states, electronic + structures, and interfacial reactions. These simulations provide + molecular- and atomic-scale insight into electrochemical materials and + properties. + + - title: Molecular Dynamics + publications: molecular_dynamics + description: >- + We use Molecular Dynamics (MD) to study solvation structures and + transport properties (diffusivity, ionic conductivity, viscosity, etc) + of electrolytes to facilitate next-generation electrolyte design. We + also apply and develop machine learning interatomic potentials for + studying disordered materials and performing high-fidelity large-scale + atomistic simulations. + + - title: Continuum Scale Electrochemical Modeling + publications: continuum_electrochemical_modeling + description: >- + We develop models that bridge length and time scales, from atomistic + chemistry to transport, interfaces, cell behavior, and system-level + performance. This includes models for next generation chemistries such + as silicon anodes and conversion cathodes which can not be fully + studied using conventional Doyle-Fuller-Newman or Single Particle + battery models. + + - title: Differentiable Physics + publications: differentiable_electrochemistry + description: >- + We develop solver-in-the-loop style differentiable models for the + purposes of parameter estimation and inverse design. Recent work + includes an end-to-end differentiable approach for connecting + electrochemical theory with experimental data and learning optimal TVD + flux limiters for finite volume schemes. In the past we have also + worked on learning closure models using this approach for wall bounded + turbulent flows. + + + - title: Phase-Field Modeling + publications: phase_field + description: >- + We use phase-field models to study morphological evolution in + electrochemical materials, with emphasis on how transport, reaction + kinetics, and interfacial energetics govern dendrite growth, + deposition stability, and degradation. Representative examples include + phase-field simulations of lithium electrodeposition and the design of + liquid crystalline electrolytes for stabilizing metal deposition and + suppressing dendrites. + + - title: High-Performance Computing + publications: hpc + description: >- + We use high-performance computing to scale simulations, materials + screening, electrochemical modeling, AI agents, and foundation model + training. Large-scale computing enables the group to explore chemical + and materials spaces that would be inaccessible with conventional + workflows. We have dedicated access to the Artemis high-performance + computing cluster, housed in the University of Michigan Lighthouse, + which provides CPU, GPU, and large-memory resources for molecular + simulation, machine learning, and agentic workflow development. In + addition to Artemis, the group has received substantial national + cyberinfrastructure allocations through the NSF ACCESS and DOE INCITE + programs. diff --git a/_data/research_publications.yml b/_data/research_publications.yml new file mode 100644 index 0000000..7c68431 --- /dev/null +++ b/_data/research_publications.yml @@ -0,0 +1,108 @@ +battery_materials: + - title: "Thermodynamic Origin of Li Underpotential and Overpotential Deposition on Current Collectors" + url: "https://pubs.acs.org/doi/full/10.1021/acs.jpcc.5c01078" + image: "img/papers/underpotential.jpeg" + - title: "Effect of Weakened Bond Covalence on the Electronic, Thermal, and Elastic Properties of Disordered Graphite Monofluorides" + url: "https://pubs.acs.org/doi/full/10.1021/acs.jpcc.5c02056" + image: "img/papers/cfx.jpeg" + +electrolytes: + - title: "Differentiable Modeling and Optimization of Non-Aqueous Li-based Battery Electrolyte Solutions Using Geometric Deep Learning" + url: "https://doi.org/10.1038/s41467-024-51653-7" + image: "img/papers/differentiable_electrolytes.png" + - title: "Autonomous Optimization of Non-Aqueous Li-Ion Battery Electrolytes via Robotic Experimentation and Machine Learning Coupling" + url: "https://www.nature.com/articles/s41467-022-32938-1" + image: "img/papers/autonomous_electrolytes.png" + +electric_aviation: + - title: "Performance Metrics Required of Next-Generation Batteries to Electrify Commercial Aircraft" + url: "https://pubs.acs.org/doi/abs/10.1021/acsenergylett.9b02574" + image: "img/papers/electric_aircraft_metrics.jpg" + - title: "A Battery Dataset for Electric Vertical Takeoff and Landing Aircraft" + url: "https://doi.org/10.1038/s41597-023-02180-5" + image: "img/papers/evtol_dataset.jpg" + +battery_modeling: + - title: "Open-Circuit Voltage Models Should Be Thermodynamically Consistent" + url: "https://pubs.acs.org/doi/full/10.1021/acs.jpclett.3c03129" + image: "img/papers/ocv_thermodynamics.jpg" + - title: "A Model Predictive Control Scheme for Fast Charging via Accurate Quadratic Battery Models" + url: "https://ieeexplore.ieee.org/abstract/document/9867614" + image: "img/papers/mpc_fast_charging.jpg" + +electrocatalysis_manufacturing: + - title: "Lithium Nitride Formation in Lithium-Mediated Electrochemical Ammonia Synthesis Can Be Enhanced with the Right Proton Donor" + url: "https://www.sciencedirect.com/science/article/pii/S002195172500315X" + image: "img/papers/lithium_nitride_toc.jpg" + - title: "Electrowinning for Room-Temperature Ironmaking: Mapping the Electrochemical Aqueous Iron Interface" + url: "https://pubs.acs.org/doi/full/10.1021/acs.jpcc.4c01867" + image: "img/papers/electrowinning_iron.jpg" + +mobility_charging: + - title: "Scaling Behavior for Electric Vehicle Chargers and Road Map to Addressing the Infrastructure Gap" + url: "https://eeg.engin.umich.edu/evse-scaling-behavior/" + image: "img/papers/evse_scaling.jpg" + - title: "INCEPTS: Software for High-Fidelity Electric Vehicle En Route State of Charge Estimation, Fleet Analysis and Charger Deployment" + url: "https://doi.org/10.1016/j.etran.2021.100106" + image: "img/papers/incepts.jpg" + +first_principles: + - title: "DREAMS: Density Functional Theory Based Research Engine for Agentic Materials Simulation" + url: "https://arxiv.org/abs/2507.14267" + image: "img/papers/dreams_cover.png" + - title: "Quantifying Robustness of DFT Predicted Pathways and Activity Determining Elementary Steps for Electrochemical Reactions" + url: "https://dx.doi.org/10.1063/1.5056167" + image: "img/papers/dft_pathway_robustness.jpg" + +molecular_dynamics: + - title: "Contrasting Sodium-Ion and Lithium-Ion Localized High-Concentration Electrolytes with Molecular Dynamics Simulations" + url: "https://iopscience.iop.org/article/10.1149/MA2025-025785mtgabs" + image: "img/papers/sodium_lhce_cover.jpg" + - title: "Understanding Ion Pairing in High-Salt Concentration Electrolytes Using Classical Molecular Dynamics Simulations and Its Implications for Nonaqueous Li-O2 Batteries" + url: "https://dx.doi.org/10.1021/acs.jpcc.8b00944" + image: "img/papers/ion_pairing_high_salt.jpg" + +continuum_electrochemical_modeling: + - title: "Universal Battery Performance and Degradation Model for Electric Aircraft" + url: "https://arxiv.org/abs/2008.01527" + image: "img/papers/universal_aircraft_battery_model.jpg" + - title: "Open-Circuit Voltage Models Should Be Thermodynamically Consistent" + url: "https://pubs.acs.org/doi/full/10.1021/acs.jpclett.3c03129" + image: "img/papers/ocv_thermodynamics.jpg" + +differentiable_electrochemistry: + - title: "Differentiable Electrochemistry: A Paradigm Characterizing Physical Laws in Electrochemical Systems" + url: "https://pubs.acs.org/doi/10.1021/acsenergylett.5c03761" + image: "img/papers/diff_electrochemistry.jpeg" + - title: "Learning Second-Order TVD Flux Limiters Using Differentiable Solvers" + url: "https://pubs.aip.org/aip/pof/article/38/3/036102/3381829/Learning-second-order-total-variation-diminishing" + image: "img/papers/diff_tvd.jpeg" + +foundation_models: + - title: "Foundation Models for Discovery and Exploration in Chemical Space" + url: "https://arxiv.org/abs/2510.18900" + image: "img/papers/scaling.svg" + - title: "CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning" + url: "https://arxiv.org/abs/2506.17345" + image: "img/papers/scope.png" + +ai_agents: + - title: "DREAMS: Density Functional Theory Based Research Engine for Agentic Materials Simulation" + url: "https://arxiv.org/abs/2507.14267" + image: "img/papers/dreams_cover.png" + +automated_experimentation: + - title: "ElyteOS: Software for Automated Electrolyte Preparation, Measurement, and Data Management" + url: "https://chemrxiv.org/doi/full/10.26434/chemrxiv-2025-6wq3x" + image: "img/papers/elyteos.jpg" + - title: "SALSA: A Low-Cost Self-Driving Lab for Salt Solubility Assessment for Battery Electrolytes" + url: "https://chemrxiv.org/doi/full/10.26434/chemrxiv-2025-17lfp" + image: "img/papers/salsa.gif" + +phase_field: + - title: "Open-Sourcing Phase-Field Simulations for Accelerating Energy Materials Design and Optimization" + url: "https://doi.org/10.1021/acsenergylett.0c01904" + image: "img/papers/open_source_phase_field.jpeg" + - title: "Phase-Field Simulations of Lithium Dendrite Growth with Open-Source Software" + url: "https://dx.doi.org/10.1021/acsenergylett.8b01009" + image: "img/papers/phase_field_dendrite.jpeg" diff --git a/_data/software.yml b/_data/software.yml index 55c9ec7..8b1edb7 100644 --- a/_data/software.yml +++ b/_data/software.yml @@ -1,3 +1,26 @@ +MISTModels: + title: MIST + link: "https://huggingface.co/mist-models" + description: "MIST is a family of molecular foundation models for molecular property prediction." + image: /img/software/mist_logo_v0.png + year: 2026 + authors: "Anoushka Bhutani, Alexius Wadell" + +SmirkTokenizer: + title: Smirk + link: "https://eeg.engin.umich.edu/smirk/" + description: "Smirk is a chemistry-specific tokenizer that provides complete coverage of the OpenSMILES specification." + image: /img/software/smirk-logo.svg + year: 2025 + authors: "Alexius Wadell, Anoushka Bhutani" + +ASIMTools: + title: Atomic SIMulation Tools + link: "https://eeg.engin.umich.edu/asimtools/" + description: "A lightweight workflow and simulation manager for reproducible atomistic simulations that can be transferred across environments, calculators and structures on Unix systems. ." + year: 2023 + authors: "Mgcini Keith Phuthi, Emil Annevelink" + BatteryCost: title: "BatteryCost.jl" link: "https://github.com/BattModels/BatteryCost" @@ -25,7 +48,6 @@ ChemistryFeaturization: authors: "Rachel Kurchin, Anant Thazhemadam, Sean Sun" - MHC_DOS: title: "MHC_DOS" link: "https://github.com/aced-differentiate/MHC_DOS" diff --git a/_includes/research-publications.html b/_includes/research-publications.html new file mode 100644 index 0000000..6709a94 --- /dev/null +++ b/_includes/research-publications.html @@ -0,0 +1,22 @@ +{% assign papers = include.items %} +{% if papers %} +
+
+ {% for paper in papers %} + + {% if paper.image %} + + {{ paper.title | escape }} + + {% endif %} + + {{ paper.title }} + + + {% endfor %} +
+
+{% endif %} diff --git a/css/group.scss b/css/group.scss index e4cd766..55ce3ac 100644 --- a/css/group.scss +++ b/css/group.scss @@ -17,7 +17,7 @@ body { color: $ink; background: #fff; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Helvetica, Arial, sans-serif; - font-size: 16px; + font-size: 22px; line-height: 1.65; } @@ -49,11 +49,11 @@ h6 { h2 { margin-top: 0; margin-bottom: 1.25rem; - font-size: 1.7rem; + font-size: 2.2rem; } h3 { - font-size: 1.2rem; + font-size: 1.45rem; } p { @@ -104,7 +104,7 @@ img { .site-brand-name { max-width: 340px; - font-size: 1.28rem; + font-size: 1.45rem; font-weight: 800; line-height: 1.15; text-transform: uppercase; @@ -125,7 +125,7 @@ img { color: $ink; border-bottom: 3px solid transparent; border-radius: 0; - font-size: 0.98rem; + font-size: 1.02rem; font-weight: 800; line-height: 1.2; text-transform: uppercase; @@ -154,7 +154,7 @@ img { .page-title { margin: 0; - font-size: 2.45rem; + font-size: 3.25rem; line-height: 1.08; } @@ -162,7 +162,7 @@ img { max-width: 720px; margin: 0.9rem 0 0; color: $muted; - font-size: 1.1rem; + font-size: 1.5rem; } .page-feature-image { @@ -198,7 +198,7 @@ section > h2, max-width: none; margin-bottom: 1rem; color: $ink; - font-size: 2.55rem; + font-size: 3.25rem; line-height: 1.08; text-align: center; } @@ -206,7 +206,7 @@ section > h2, .jumbotron p { max-width: none; color: $muted; - font-size: 1.1rem; + font-size: 1.5rem; } .hero-media { @@ -239,7 +239,7 @@ section > h2, max-width: none; margin-bottom: 0; color: #fff; - font-size: 1.25rem; + font-size: 1.6rem; font-weight: 700; line-height: 1.5; } @@ -254,6 +254,163 @@ section > h2, object-fit: cover; } +/* Research page */ +.research-page { + box-sizing: border-box; + width: 100vw; + margin-right: calc(50% - 50vw); + margin-left: calc(50% - 50vw); + padding: 0 clamp(1.5rem, 5vw, 6rem) 1rem; +} + +.research-shell { + max-width: 1680px; + margin: 0 auto; +} + +.research-heading { + box-sizing: border-box; + width: 100vw; + max-width: none; + margin-right: calc(50% - 50vw); + margin-bottom: 3rem; + margin-left: calc(50% - 50vw); + padding-right: clamp(1.5rem, 5vw, 6rem); + padding-bottom: 2.5rem; + padding-left: clamp(1.5rem, 5vw, 6rem); + border-bottom: 1px solid $light-gray; +} + +.research-heading .page-title { + max-width: 1680px; + margin: 0 auto; + letter-spacing: 0; +} + +.research-intro { + max-width: none; + margin-bottom: 2.5rem; + color: $muted; + font-size: 1.5rem; + font-weight: 400; + line-height: 1.6; +} + +.research-block { + margin-bottom: 5rem; +} + +.research-block h2 { + margin-bottom: 0.75rem; + padding-bottom: 0; + border-bottom: 0; + font-size: 2.2rem; + font-weight: 700; + line-height: 1.2; +} + +.research-block-note { + max-width: none; + margin-bottom: 1.8rem; + color: $muted; + font-size: 1.35rem; + line-height: 1.65; +} + +.research-topic { + display: grid; + grid-template-columns: minmax(320px, 0.35fr) minmax(0, 1fr); + column-gap: clamp(2rem, 5vw, 5rem); + row-gap: 0.75rem; + padding: 2rem 0; + border-top: 1px solid $light-gray; +} + +.research-topic h3 { + margin: 0; + color: $accent; + font-size: 1.45rem; + font-weight: 700; + line-height: 1.2; +} + +.research-topic p { + margin: 0; + color: #4f555b; + font-size: 1.3rem; + line-height: 1.65; +} + +.research-publications { + grid-column: 2 / -1; + margin-top: 0; + padding: 1rem; + border: 1px solid $light-gray; + border-radius: 6px; + background: $soft-gray; +} + +.research-paper-list { + display: grid; + grid-template-columns: repeat(auto-fit, minmax(280px, 1fr)); + gap: 0.8rem; +} + +.research-paper { + display: grid; + grid-template-columns: 88px minmax(0, 1fr); + gap: 0.85rem; + align-items: center; + min-height: 96px; + padding: 0.8rem; + color: $ink; + border: 1px solid $light-gray; + border-bottom-color: $light-gray; + border-radius: 6px; + background: #fff; +} + +.research-paper:hover, +.research-paper:focus { + color: $ink; + border-color: rgba($accent, 0.32); + background: #fff; +} + +.research-paper-no-image { + grid-template-columns: minmax(0, 1fr); +} + +.research-paper-image { + display: flex; + align-items: center; + justify-content: center; + width: 88px; + height: 72px; + overflow: hidden; + border-radius: 4px; + background: #fff; +} + +.research-paper-image img { + width: 100%; + height: 100%; + padding: 0.2rem; + object-fit: contain; +} + +.research-paper-content { + min-width: 0; +} + +.research-paper-title { + display: block; + color: $ink; + font-size: 1.27rem; + font-weight: 400; + line-height: 1.25; +} + /* News */ ul.news { .date { @@ -317,16 +474,16 @@ a > .fa { .card-title { margin-bottom: 0.45rem; - font-size: 1.12rem; + font-size: 1.47rem; } .card-subtitle { - font-size: 0.86rem; + font-size: 1.19rem; } .card-text { color: $muted; - font-size: 0.95rem; + font-size: 1.27rem; } img { @@ -371,17 +528,17 @@ a > .fa { .bio { color: $muted; - font-size: 0.92rem; + font-size: 1.24rem; } .email { color: $muted; - font-size: 0.85rem; + font-size: 1.17rem; } .person-name { margin: 0; - font-size: 1rem; + font-size: 1.37rem; } } @@ -415,7 +572,7 @@ a > .fa { margin-bottom: 1.8rem; padding-bottom: 0.75rem; border-bottom: 1px solid $light-gray; - font-size: 1.55rem; + font-size: 1.9rem; font-weight: 800; text-transform: uppercase; } @@ -468,7 +625,7 @@ a > .fa { .people-card-body { display: flex; - min-height: 150px; + min-height: 175px; flex: 1 1 auto; flex-direction: column; padding: 0.8rem; @@ -476,7 +633,7 @@ a > .fa { .people-card-name { margin: 0 0 0.25rem; - font-size: 1.08rem; + font-size: 1.41rem; } .people-card-name a { @@ -486,7 +643,7 @@ a > .fa { .people-card-role { margin: 0 0 0.45rem; color: $accent; - font-size: 0.74rem; + font-size: 1.01rem; font-weight: 800; line-height: 1.25; text-transform: uppercase; @@ -495,7 +652,7 @@ a > .fa { .people-card-bio { margin-bottom: 0.6rem; color: $muted; - font-size: 0.92rem; + font-size: 1.24rem; line-height: 1.35; } @@ -504,7 +661,7 @@ a > .fa { gap: 0.2rem; margin-top: auto; color: $muted; - font-size: 0.82rem; + font-size: 1.17rem; line-height: 1.25; } @@ -555,7 +712,7 @@ a > .fa { .alumni-list-role { flex: 0 0 auto; color: $accent; - font-size: 0.7rem; + font-size: 0.97rem; font-weight: 800; line-height: 1.3; text-transform: uppercase; @@ -564,14 +721,14 @@ a > .fa { .alumni-list-bio, .alumni-list-email { color: $muted; - font-size: 0.9rem; + font-size: 1.24rem; line-height: 1.45; overflow-wrap: anywhere; } .alumni-list-email { margin-top: 0.18rem; - font-size: 0.82rem; + font-size: 1.17rem; } .alumni-list-email .fa { @@ -660,7 +817,7 @@ svg { .software-title { margin: 0; - font-size: 1.35rem; + font-size: 1.79rem; } .software-title a { @@ -674,7 +831,7 @@ svg { border: 1px solid rgba($accent, 0.2); border-radius: 4px; background: $accent-soft; - font-size: 0.76rem; + font-size: 1.05rem; font-weight: 800; line-height: 1.2; } @@ -682,7 +839,7 @@ svg { .software-authors { margin: 0 0 0.5rem; color: $ink; - font-size: 0.95rem; + font-size: 1.29rem; } .software-description { @@ -692,7 +849,7 @@ svg { .table { border-color: $light-gray; - font-size: 0.95rem; + font-size: 1.24rem; } .site-footer { @@ -701,7 +858,7 @@ svg { border-top: 1px solid $light-gray; background: $soft-gray; text-align: center; - font-size: 0.85rem; + font-size: 1.19rem; a:link, a:visited { @@ -765,7 +922,7 @@ svg { @media (max-width: 767.98px) { body { - font-size: 15px; + font-size: 20px; } .site-main { @@ -775,7 +932,17 @@ svg { .page-title, .jumbotron h1 { - font-size: 2rem; + font-size: 2.65rem; + } + + h2, + .research-block h2 { + font-size: 1.95rem; + } + + h3, + .research-topic h3 { + font-size: 1.3rem; } .hero-image { @@ -791,10 +958,45 @@ svg { } .vision-statement p { - font-size: 1rem; + font-size: 1.27rem; line-height: 1.4; } + .research-heading { + margin-bottom: 2rem; + padding-bottom: 1.8rem; + } + + .research-page { + padding-bottom: 0; + } + + .research-topic { + display: block; + padding: 1.55rem 0; + } + + .research-topic h3 { + margin-bottom: 0.7rem; + } + + .research-publications { + margin-top: 1rem; + } + + .research-paper-list { + grid-template-columns: minmax(0, 1fr); + } + + .research-paper { + grid-template-columns: 74px minmax(0, 1fr); + } + + .research-paper-image { + width: 74px; + height: 62px; + } + .software-item { grid-template-columns: minmax(0, 1fr); padding: 1rem; @@ -830,7 +1032,7 @@ svg { } .site-nav .nav-link { - font-size: 0.7rem; + font-size: 0.78rem; } } @@ -897,7 +1099,7 @@ svg { color: #ffffff; padding: 0.75rem 1rem; border-radius: 6px; - font-size: 0.875rem; + font-size: 1.06rem; line-height: 1.4; white-space: nowrap; max-width: 300px; diff --git a/img/papers/autonomous_electrolytes.png b/img/papers/autonomous_electrolytes.png new file mode 100644 index 0000000..d224618 Binary files /dev/null and b/img/papers/autonomous_electrolytes.png differ diff --git a/img/papers/cfx.jpeg b/img/papers/cfx.jpeg new file mode 100644 index 0000000..3c10f16 Binary files /dev/null and b/img/papers/cfx.jpeg differ diff --git a/img/papers/dft_pathway_robustness.jpg b/img/papers/dft_pathway_robustness.jpg new file mode 100644 index 0000000..bf3f2bf Binary files /dev/null and b/img/papers/dft_pathway_robustness.jpg differ diff --git a/img/papers/diff_electrochemistry.jpeg b/img/papers/diff_electrochemistry.jpeg new file mode 100644 index 0000000..d92b2b9 Binary files /dev/null and b/img/papers/diff_electrochemistry.jpeg differ diff --git a/img/papers/diff_tvd.jpeg b/img/papers/diff_tvd.jpeg new file mode 100644 index 0000000..ace521b Binary files /dev/null and b/img/papers/diff_tvd.jpeg differ diff --git a/img/papers/differentiable_electrolytes.png b/img/papers/differentiable_electrolytes.png new file mode 100644 index 0000000..df08702 Binary files /dev/null and b/img/papers/differentiable_electrolytes.png differ diff --git a/img/papers/electric_aircraft_metrics.jpg b/img/papers/electric_aircraft_metrics.jpg new file mode 100644 index 0000000..e84cb33 Binary files /dev/null and b/img/papers/electric_aircraft_metrics.jpg differ diff --git a/img/papers/electrowinning_iron.jpg b/img/papers/electrowinning_iron.jpg new file mode 100644 index 0000000..27965a3 Binary files /dev/null and b/img/papers/electrowinning_iron.jpg differ diff --git a/img/papers/elyteos.jpg b/img/papers/elyteos.jpg new file mode 100644 index 0000000..3a36ee9 Binary files /dev/null and b/img/papers/elyteos.jpg differ diff --git a/img/papers/evse_scaling.jpg b/img/papers/evse_scaling.jpg new file mode 100644 index 0000000..350df32 Binary files /dev/null and b/img/papers/evse_scaling.jpg differ diff --git a/img/papers/evtol_dataset.jpg b/img/papers/evtol_dataset.jpg new file mode 100644 index 0000000..2b7486e Binary files /dev/null and b/img/papers/evtol_dataset.jpg differ diff --git a/img/papers/incepts.jpg b/img/papers/incepts.jpg new file mode 100644 index 0000000..f11b395 Binary files /dev/null and b/img/papers/incepts.jpg differ diff --git a/img/papers/ion_pairing_high_salt.jpg b/img/papers/ion_pairing_high_salt.jpg new file mode 100644 index 0000000..c558297 Binary files /dev/null and b/img/papers/ion_pairing_high_salt.jpg differ diff --git a/img/papers/mpc_fast_charging.jpg b/img/papers/mpc_fast_charging.jpg new file mode 100644 index 0000000..e2754f6 Binary files /dev/null and b/img/papers/mpc_fast_charging.jpg differ diff --git a/img/papers/ocv_thermodynamics.jpg b/img/papers/ocv_thermodynamics.jpg new file mode 100644 index 0000000..d1b6367 Binary files /dev/null and b/img/papers/ocv_thermodynamics.jpg differ diff --git a/img/papers/open_source_phase_field.jpeg b/img/papers/open_source_phase_field.jpeg new file mode 100644 index 0000000..b75476b Binary files /dev/null and b/img/papers/open_source_phase_field.jpeg differ diff --git a/img/papers/phase_field_dendrite.jpeg b/img/papers/phase_field_dendrite.jpeg new file mode 100644 index 0000000..b75476b Binary files /dev/null and b/img/papers/phase_field_dendrite.jpeg differ diff --git a/img/papers/salsa.gif b/img/papers/salsa.gif new file mode 100644 index 0000000..b3211d1 Binary files /dev/null and b/img/papers/salsa.gif differ diff --git a/img/papers/sodium_lhce_cover.jpg b/img/papers/sodium_lhce_cover.jpg new file mode 100644 index 0000000..1af35ef Binary files /dev/null and b/img/papers/sodium_lhce_cover.jpg differ diff --git a/img/papers/universal_aircraft_battery_model.jpg b/img/papers/universal_aircraft_battery_model.jpg new file mode 100644 index 0000000..bcb0812 Binary files /dev/null and b/img/papers/universal_aircraft_battery_model.jpg differ diff --git a/img/software/mist_logo_v0.png b/img/software/mist_logo_v0.png new file mode 100644 index 0000000..0dc5126 Binary files /dev/null and b/img/software/mist_logo_v0.png differ diff --git a/img/software/smirk-logo.svg b/img/software/smirk-logo.svg new file mode 100644 index 0000000..9cab292 --- /dev/null +++ b/img/software/smirk-logo.svg @@ -0,0 +1,9 @@ + + +😏 + + diff --git a/index.html b/index.html index 4ced41f..da8eb4d 100644 --- a/index.html +++ b/index.html @@ -8,19 +8,6 @@ {% include paper-image-strip.html %} -
-
-

Research

-
- {% for p in site.projects %} - {% if p.status != "inactive" %} - {% include project-card.html project=p %} - {% endif %} - {% endfor %} -
-
-
-

News

diff --git a/research.html b/research.html new file mode 100644 index 0000000..d20487a --- /dev/null +++ b/research.html @@ -0,0 +1,46 @@ +--- +layout: default +title: Research +notitle: true +--- + +{% assign research = site.data.research %} + +
+
+
+

{{ page.title }}

+
+ + {% if research.intro %} +

+ {{ research.intro }} +

+ {% endif %} + + {% for section in research.sections %} +
+

{{ section.title }}

+ + {% if section.note %} +

+ {{ section.note }} +

+ {% endif %} + + {% for topic in section.topics %} +
+

{{ topic.title }}

+

{{ topic.description }}

+ + {% if topic.publications and section.id != 'research-methods' %} + {% assign publication_key = topic.publications %} + {% assign publication_items = site.data.research_publications[publication_key] %} + {% include research-publications.html items=publication_items %} + {% endif %} +
+ {% endfor %} +
+ {% endfor %} +
+