Jonathan Ozik

2.3k citations

82 papers · 1.3k indexed · 1 hit paper · h-index 14

Impact in

Modeling and Simulation top 2%
- Mathematical Biology Tumor Growth
Management Science and Operations Research top 2%
- Simulation Techniques and Applications

Papers in ⓘ

Management Science and Operations Research 22
- Simulation Techniques and Applications 14
Epidemiology 14
- HIV, Drug Use, Sexual Risk 9

Co-authors: Nicholson Collier (59 shared papers)Charles M. Macal (16 shared papers)Eric Tatara (12 shared papers)Michael North (4 shared papers)Pam Sydelko (1 shared paper)Mark Bragen (1 shared paper)Justin M. Wozniak (12 shared papers)Diane Graziano (2 shared papers)
Journals: PLoS ONE (4 papers)PLoS Computational Biology (3 papers)JAMA Network Open (2 papers)JNCI Journal of the National Cancer Institute (2 papers)Journal of Artificial Societies and Social Simulation (2 papers)
Partner nations: United States United Kingdom Netherlands

In The Last Decade

Jonathan Ozik

75 papers receiving 1.2k citations

Hit Papers

align trajectories log scale

Complex adaptive systems modeling with Repast Simphony 2013 · 355 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2013 Complex adaptive systems modeling with Repast Simphony

Peers

Countries citing papers authored by Jonathan Ozik

Since Specialization

Citations

This map shows the geographic impact of Jonathan Ozik's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jonathan Ozik with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jonathan Ozik more than expected).

Fields of papers citing papers by Jonathan Ozik

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jonathan Ozik. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jonathan Ozik. The network helps show where Jonathan Ozik may publish in the future.

Co-authors

The 25 scholars most cited alongside Jonathan Ozik, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jonathan Ozik Line = papers co-authored together Jonathan Ozik links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 82 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Complex adaptive systems modeling with Repast Simphony Michael North, Nicholson Collier, Jonathan Ozik, Eric Tatara, Charles M. Macal, Mark Bragen, Pam Sydelko Hit paper breakdown →	2013	355
2	The transformation of southern California's residential photovoltaics market through third-party ownership Energy Policy ·Easan Drury, Mackay Miller, Charles M. Macal, Diane Graziano, Donna Heimiller, Jonathan Ozik, Thomas D. Perry	2012	155
3	Growing networks with geographical attachment preference: Emergence of small worlds Physical Review E ·Jonathan Ozik, Brian R. Hunt, Edward Ott	2004	58
4	Visual agent-based model development with repast simphony. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) ·M. J. North, Eric Tatara, Nicholson Collier, Jonathan Ozik, Decision, PantaRei Corp.	2007	58
5	CANDLE/Supervisor: a workflow framework for machine learning applied to cancer research BMC Bioinformatics ·Justin M. Wozniak, Rajeev Jain, Prasanna Balaprakash, Jonathan Ozik, Nicholson Collier, John Bauer, Fangfang Xia, Thomas Brettin, Rick Stevens, Jamaludin Mohd‐Yusof, Cristina García–Cardona, Brian Van Essen, Matthew Baughman	2018	46
6	High-throughput cancer hypothesis testing with an integrated PhysiCell-EMEWS workflow BMC Bioinformatics ·Jonathan Ozik, Nicholson Collier, Justin M. Wozniak, Charles M. Macal, Chase Cockrell, Samuel H. Friedman, Ahmadreza Ghaffarizadeh, Randy Heiland, Gary An, Paul Macklin	2018	44
7	From desktop to Large-Scale Model Exploration with Swift/T 2016 Winter Simulation Conference (WSC) ·Jonathan Ozik, Nicholson Collier, Justin M. Wozniak, Carmine Spagnuolo	2016	40
8	Impact of a Low-Intensity Resource Referral Intervention on Patients’ Knowledge, Beliefs, and Use of Community Resources: Results from the CommunityRx Trial Journal of General Internal Medicine ·Elizabeth L. Tung, Emily Abramsohn, Kelly Boyd, Jennifer A. Makelarski, David G. Beiser, Chiahung Chou, Elbert S. Huang, Jonathan Ozik, Chaitanya Kaligotla, Stacy Tessler Lindau	2019	37
9	FROM DESKTOP TO LARGE-SCALE MODEL EXPLORATION WITH SWIFT/T. PubMed ·Jonathan Ozik, Nicholson Collier, Justin M. Wozniak, Carmine Spagnuolo	2016	35
10	A population data-driven workflow for COVID-19 modeling and learning The International Journal of High Performance Computing Applications ·Jonathan Ozik, Justin M. Wozniak, Nicholson Collier, Charles M. Macal, Mickaël Binois	2021	34
11	Learning-accelerated discovery of immune-tumour interactions Molecular Systems Design & Engineering ·Jonathan Ozik, Nicholson Collier, Randy Heiland, Gary An, Paul Macklin	2019	29
12	A modeling framework to inform preexposure prophylaxis initiation and retention scale-up in the context of ‘Getting to Zero’ initiatives AIDS ·Aditya Khanna, John A. Schneider, Nicholson Collier, Jonathan Ozik, Rodal Issema, Angela Di Paola, Abigail Skwara, Arthi Ramachandran, Jeannette Webb, Russell Brewer, William E. Cunningham, Charles Hilliard, Santhoshini Ramani, Kayo Fujimoto, Nina T. Harawa	2019	19
13	Extreme-Scale Dynamic Exploration of a Distributed Agent-Based Model With the EMEWS Framework IEEE Transactions on Computational Social Systems ·Jonathan Ozik, Nicholson Collier, Justin M. Wozniak, Charles M. Macal, Gary An	2018	19
14	CHISIM: AN AGENT-BASED SIMULATION MODEL OF SOCIAL INTERACTIONS IN A LARGE URBAN AREA 2018 Winter Simulation Conference (WSC) ·Charles M. Macal, Nicholson Collier, Jonathan Ozik, Eric Tatara, John T. Murphy	2018	17
15	Socio-Structural and Neighborhood Predictors of Incident Criminal Justice Involvement in a Population-Based Cohort of Young Black MSM and Transgender Women Journal of Urban Health ·Anna Hotton, Yen‐Tyng Chen, L. Philip Schumm, Aditya Khanna, Russell Brewer, Britt Skaathun, Rodal Issema, Santhoshini Ramani, Arthi Ramachandran, Jonathan Ozik, Kayo Fujimoto, Nina T. Harawa, John A. Schneider	2020	12
16	Modeling hepatitis C micro-elimination among people who inject drugs with direct-acting antivirals in metropolitan Chicago PLoS ONE ·Eric Tatara, Alexander Gutfraind, Nicholson Collier, Desarae Echevarria, Scott J. Cotler, Marian Major, Jonathan Ozik, Harel Dahari, Basmattee Boodram	2022	12
17	Scaling Deep Learning for Cancer with Advanced Workflow Storage Integration Justin M. Wozniak, Philip E. Davis, Tong Shu, Jonathan Ozik, Nicholson Collier, Manish Parashar, Ian Foster, Thomas Brettin, Rick Stevens	2018	12
18	Water Relationships in the U.S. Southwest: Characterizing Water Management Networks Using Natural Language Processing Water ·John T. Murphy, Jonathan Ozik, Nicholson Collier, Mark Altaweel, Richard B. Lammers, Andrew Kliskey, Lilian Alessa, Drew Cason, Paula Williams	2014	12
19	Modeling Solar PV Adoption: A Social-Behavioral Agent-Based Framework National Conference on Artificial Intelligence ·Charles M. Macal, Diane Graziano, Jonathan Ozik	2014	11
20	Nested active learning for efficient model contextualization and parameterization: pathway to generating simulated populations using multi-scale computational models SIMULATION ·Chase Cockrell, Jonathan Ozik, Nick Collier, Gary An	2020	10

About Jonathan Ozik

Jonathan Ozik is a scholar working on Management Science and Operations Research, Epidemiology, Computer Networks and Communications, Information Systems and Management and Artificial Intelligence, having authored 82 papers that have together received 1.3k indexed citations. Recurring topics across this work include Simulation Techniques and Applications (14 papers), Distributed and Parallel Computing Systems (12 papers), Scientific Computing and Data Management (12 papers), HIV, Drug Use, Sexual Risk (9 papers), Colorectal Cancer Screening and Detection (9 papers), Hepatitis C virus research (7 papers), HIV/AIDS Research and Interventions (6 papers) and Genetic factors in colorectal cancer (5 papers). The work is most often cited by research in Modeling and Simulation (116 citations), Management Science and Operations Research (291 citations), Information Systems and Management (148 citations), Transportation (60 citations) and Computer Networks and Communications (191 citations). Jonathan Ozik has collaborated with scholars based in United States, United Kingdom and Netherlands. Frequent co-authors include Nicholson Collier, Charles M. Macal, Eric Tatara, Michael North, Pam Sydelko, Mark Bragen, Justin M. Wozniak, Diane Graziano, Donna Heimiller and Mackay Miller. Their work appears in journals such as PLoS ONE, PLoS Computational Biology, JAMA Network Open, JNCI Journal of the National Cancer Institute and Journal of Artificial Societies and Social Simulation.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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