7:30 AM

3:30 PM

Morning Networking: Virtual Platform Training - Learn about Pheedloop

8:00 AM 

4:00 PM 

Session 1: Molecule to Single Particle

• Chenxi Li: Understanding nucleation and initial particle growth in binary vapors with controlled Laval expansion
• Nanna Myllys: A general parametrization for salt nanoparticle formation
• Bernhard Reischl: Atomistic molecular dynamics simulations of ion-dipole collisions in the atmosphere
• Ivo Neefjes: Identification of environmentally relevant isomers based on computational ion mobility predictions
• Jonas Elm: A Quantum Machine Learning Approach for Studying Atmospheric Molecular Cluster Formation
• Miriam Arak Freedman: Liquid-liquid phase separation in submicron aerosol

9:45 AM 

5:45 PM

Break

10:00 AM 

6:00 PM

Session 2a: Emerging Modelling Techniques (Part 1)

• Paula Harder: Emulating an Aerosol Microphysics Model with Deep Learning
• Leighton Regayre: Aerosol parameter value tuning within an uncertainty framework
• Daniel O'Sullivan: A Conservative Finite Volume Framework and Implementation for Aggregation, Breakage and Growth Problems on Arbitrary Grids
• Duncan Watson-Parris: Improving global aerosol models through emulation'
• Xiaokai Yang: Multi-phase chemistry surrogate modeling with elemental mass conservation using a Neural ODE

11:20 AM 

7:20 PM

Lunch Break & Networking: Connection Development: What's new in your life? What's new in your research?

12:15 PM 

8:15 PM

Session 2b: Emerging Modelling Techniques (Part 2)

• Zhonghua Zheng: Quantifying the structural uncertainty of the aerosol mixing state representation in MAM4
• Forwood Wiser: AMORE: Automated Mechanism Reduction in Atmospheric Chemistry
• Tony Wexler: Step-wise Hydration of Organics and Electrolytes in Atmospheric Aerosols
• Tommaso Galeazzo: Predicting Glass Transition Temperature and Viscosity of Organic Molecules via Machine Learning and Molecular Embeddings
• Emily de Jong: Droplet Breakup for the Super-Droplet Method

1:35 PM 

9:35 PM

End of Day Group Networking & Discussions: Day 1 Presentation Review

2:00 PM

10:00 PM

End of Day 1

7:30 AM

3:30 PM

Morning Networking: Early Career Discussion

8:00 AM 

4:00 PM 

Session 2C: Emerging Modelling Techniques (Part 3)

• Manoranjan Sahu: Machine Learning (ML) Clustering Algorithms as a Receptor Modelling Technique for Source Apportionment of Particulate Matter
• Sam Silva: Machine learning for aerosols, clouds, and climate: from prototyping to model implementation
• Dana McGuffin: Super-droplet Method to Simulate Lagrangian Microphysics of Fallout Particles
• Justin Wang: Learning coagulation processes with combinatorially-invariant neural networks

9:05 AM 

5:05 PM

Break

9:15 AM 

5:15 PM

Session 3: Air Quality Modeling for Health and Regulatory Assessments

• Qiang Zhang: Pathways of China's PM2.5 air quality 2015-2060 in the context of carbon neutrality
• David Simpson: Issues with condensable organics in European PM2.5 emissions; key messages and follow-up from an expert workshop organised by EMEP MSC-W
• Heather Simon: Particulate Matter Regulatory Modeling Applications
• Havala Pye: Integrating reactive organic carbon emissions into the Community Regional Atmospheric Chemistry Multiphase Mechanism (CRACMM)
• Ajith Kaduwela: Investigating Wildfire Plumes with low-cost air sensors: Implications for grid-based photochemical Air Quality modeling

10:45 AM

5:15 PM

Lightning Talk Presentations (Part 1)

• Saif Shahrukh: Assessment of Air Pollution Tolerance, Anticipated Performance, and Metal Accumulation Indices: Implications for Roadside Planting for Improving the Quality of Urban Air
• Maegan DeLessio: Modeling atmospheric brown carbon in the GISS ModelE Earth system model
• Jiachen Liu: Leveraging novel higher-order sensitivity analysis to assess the predictability of background SOA concentrations with a state-of-the-science aerosol mechanism
• Marcel Müller: Accelerating multiphase-chemical kinetics modelling through machine learning metamodels
• Joseph Lilek: A predictive viscosity model for aqueous electrolytes and mixed organic-inorganic aerosol phases

11:00 AM 

7:00 PM

Poster Reviews & Lunch Break: Poster Review & Discussions with Lightning Talk Presenters

12:00 PM 

8:00 PM

Session 4a: Advances in regional and global scale aerosol model developments for simulating the myriad processes affecting the properties and chemical composition of fine particles in the atmosphere (Part 1)

• Joel Thornton: Global simulations of monoterpene-derived peroxy radical fates and the distributions of highly oxygenated organic molecules and accretion products
• Chenchong Zhang: Implementation of FIREX-AQ measured optical properties in WRF-Chem for estimations of secondary organic aerosol formation
• Robert McGraw: Reduction of numerical diffusion in linear advection schemes with application to Eulerian transport models
• Nicole Riemer: Chemistry Across Multiple Phases (CAMP): An integrated multi-phase chemistry model
• Jeffrey Curtis: A 3D particle-resolved model (WRF-PartMC) for quantifying structural uncertainties in a modal model (MAM3) on the regional scale

1:15 PM 

9:15 PM

End of Day Group Networking & Discussions: Day 2 Presentation Review

2:00 PM

10:00 PM

End of Day 2

7:30 AM

3:30 PM

Morning Networking: Regulations, Policies, and Real World Applications

8:00 AM 

4:00 PM 

Session 4b: Advances in regional and global scale aerosol model developments for simulating the myriad processes affecting the properties and chemical composition of fine particles in the atmosphere (Part 2)

• Qi Chen: Process-based and Observation-constrained SOA Simulations in China: The Role of Semivolatile and Intermediate-Volatility Organic Compounds and OH Levels
• Bin Zhao: Simulating new-particle formation and the impact on cloud condensation nuclei in pristine and polluted environments of the Amazon
• Yumin Li: Global budget of atmospheric organic nitrogen aerosols and implications for nitrogen deposition
• Zhizhao Wang: GENOA: the generator of semi-explicit mechanisms for SOA modeling

9:10 AM 

5:10 PM

Keynote Presentation: Reduction of large datasets and expensive air quality model calculations through statistical analysis and machine learning by Daven Henze

10:15 AM 

6:15 PM

Break

10:30 AM

6:30 PM

Session 5a: Emissions and Sources (Part 1)

• Allison Steiner: Primary and secondary aerosols in and above deciduous forests
• Caroline Womack: Wintertime aerosol formation in mountain basins
• Loretta Mickley: Challenges in modeling emissions from fires in the past, present-day, and future

11:35 AM 

7:35 PM

Lunch Break & Networking: Established Researcher Connections - career perspectives, career progression, and navigating the field of aerosol modeling

12:40 PM 

8:40 PM

Session 5b: Emissions and Sources (Part 2)

• Craig Stroud: Predicting SOA Formation from the Athabasca Oil Sands in Northern Alberta
• Hannah Horowitz: Estimating emissions of sea salt aerosols in polar regions using satellite data and chemical transport modeling
• Su-Gwang Jeong: Modeling the indoor ultrafine particle dynamics for indoor episodic emission sources considering coagulation effect

1:30 PM 

9:30 PM

End of Day Group Networking & Discussions: Day 3 Presentation Review

2:00 PM

10:00 PM

End of Day 3

7:30 AM

3:30 PM

Morning Networking: Where do we go from here? What additional research is still needed?

8:00 AM 

4:00 PM 

Session 6a: Process Models to Box Models (Part 1)

• Pontus Roldin: Modelling new particle formation, secondary aerosol dynamics and aerosol phase-state highlighting the key role of peroxy radical autoxidation
• Erik Hoffmann: Multiphase chemistry within Arctic fog droplets explains unexpected growth of Aitken mode particles to CCN sizes
• Lin He: Modeling the Tropospheric Multiphase Chemistry of Biomass Burning Trace Compounds Using the Chemical Aqueous Phase Radical Mechanism (CAPRAM)
• Liviana Klein: Exhalation kinetics of surrogate lung fluid particles using experiments and process modelling

9:05 AM 

5:05 PM

Break

9:15 AM 

5:15 PM

Session 6b: Process Models to Box Models (Part 2)

• Andreas Zuend: Automatic 2-D component classification and lumping for gas-particle partitioning computations
• V. Faye McNeill: Lab-to-environment modeling for bridging scales in atmospheric chemistry'
• Rahul Zaveri: Modeling Size-distributed Dynamic SOA Partitioning
• Malamas Tsagkaridis: Modelling of aerosol coagulation in turbulent flows with Direct Numerical Simulation and Population Balance Modelling

10:20 AM

6:20 PM

Lightning Talk Presentations (Part 2)

• Ruqian Miao: Estimating size-specific particulate matter exposure in China based on machine learning parameterizations
• Saif Shahrukh: Capturing of Particulate Matter from Ambient Air by Four Evergreen Tree Species in Dhaka, Bangladesh 
• Yuliia Yukhymchuk: Pollution in Kyiv by PM 2.5 and 10 during 2020-2021 years: characteristics, and distribution by districts
• Samuel O'Donnell: Process level modeling of vertically resolved new-particle formation at the Southern Great Plains observatory

10:30 AM 

6:30 PM

Poster Reviews & Lunch Break: Poster Review & Discussions with Lightning Talk Presenters

11:30 AM 

7:30 PM

Session 6c: Process Models to Box Models (Part 3)

• Meredith Schervish: Suppression of nucleation and growth of alpha-pinene oxidation products due to isoprene
• Kai Zhang: Intercomparison of aerosol microphysics parameterizations in the MAM aerosol box model
• Jia Jiang: Modeling the Role of Peroxy Radicals in Camphene Secondary Organic Aerosol Formation
• Charles He: Process-Level Modeling Can Simultaneously Explain Secondary Organic Aerosol Evolution in Chambers and Flow Reactors

12:35 PM 

8:35 PM

End of Day Group Networking & Discussions: End of Conference Happy Hour!

1:30 PM

9:30 PM

Conference Concludes