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I am interested in questions of method, and in the application of computational social models to a wide variety of national security questions (such as counterterrorism and counterinsurgency) as well as decision-making around complex natural resources such as water. My methods interest center on the use of qualitative social theory to inform the structure of computational social models, and the ways in which such models handle qualitative data. This raises questions around the nature of data and the ways in which computational social models convey information to decision-makers.
I am a computational social-ecological systems researcher working at the intersection of biodiversity science, complexity science, and public policy. My research integrates ecological data, computational modeling, machine learning, network analysis, and policy analytics to understand how interactions among biodiversity, society, and institutions shape the dynamics of social-ecological systems. Through interdisciplinary approaches, I aim to generate evidence that supports sustainability, conservation, and adaptive decision-making.
My research focuses on the computational study of social-ecological systems. I am interested in agent-based modeling, complex networks, resilience, adaptive governance, biodiversity monitoring, and computational policy analysis. I use methods from complexity science, machine learning, and systems modeling to investigate how ecological, social, and institutional processes interact and generate emergent sustainability outcomes.
I am a PhD candidate in machine learning and cybersecurity, in the mean time I am also the laboratory director of the AI Testing Laboratory of CLR Labs where I work with a beautiful team of passionate and brilliant people on evaluating neural networks from robustness to system’s cybersecurity and explainability, I am based in the Marseille area, between sea, mountains and buildings.
I am a proud husband, father of one and son.
I study how deep models break and how to make them unbreakable — adversarial robustness, model security, and the geometry of learned representations applied to cyber threats.
I am an environmental archaeologist, specializing in charcoal analysis, computational and analytical proxy modeling, and quantitative methods to understand the dynamic relationship between fire, humans, and long-term environmental change. I work primarily in the Western United States and the Western Mediterranean. I am passionate about our public lands and ensuring that everyone has access and opportunity to experience them.
Envrionmental Archaeology, Fire Ecology, GIS, Agent-based modeling, Geoarchaeology
Amin is a PhD student in the quantitative and systems biology graduate program at UC Merced. He has been passionate about entrepreneurship since his undergraduate years in his hometown of Isfahan and then later in Bologna, Italy, where he completed his masters. Once a recipient of the Innovators Under 35 Award in Italy, he believes there is massive opportunity for society to train and motivate younger minds to acquire an entrepreneurial mindset, along with entrepreneurship skills.
Entrepreneurship, management, mathematical modeling, agent based modeling.
I’m Lily Johnson, an academic assignment helper with an MBA and PhD, dedicated to supporting students who struggle with complex university tasks. With over five years of experience, I specialize in guiding students through research, writing, and structuring high-quality academic assignments. My goal is to simplify difficult concepts and help students meet academic standards with confidence. I’m passionate about providing reliable guidance and practical solutions that help students achieve better results in their studies.
Currently I develop ABM models to follow up issues raised in my previous research on trade between hunting groups and long-distance trade, territoriality and migration patterns.
Garry Sotnik is a lecturer at the Stanford Doerr School of Sustainability, teaching human adaptation to climate change, decision-making, and transformative social change.
complexity, agent-based modeling, cognition
Integrating social and natural science to study coupled human-natural systems, and particularly the interactions of society with the physical environment under conditions of environmental stress.
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