Researchers developed a model to optimize countermeasures while considering containment costs, identifying a clear threshold for optimal control. The study found that measures become necessary only when the disease reaches a certain severity, and that vaccination campaigns can help reduce transmission rates.
SourceMax-Planck-Gesellschaft·JournalProceedings of the National Academy of Sciences·TypeComputational simulation/modeling·DateAug 7, 2026
A new study reveals that cooperation does not require close family ties or reputation, but rather opponent-specific responses, leading to the emergence of cooperative behavior. This finding challenges conventional evolutionary theory and has implications for the design of more collaborative artificial intelligence systems.
SourceThe Hebrew University of Jerusalem·JournalProceedings of the National Academy of Sciences·TypeData/statistical analysis·DateJul 20, 2026
Researchers from Delft University of Technology developed a new way to predict drone instability using critical slowing down, a phenomenon from ecology and climate science. This approach can help detect system failures in real-time, allowing for adaptive strategies to maintain flight despite damage.
SourceDelft University of Technology·JournalProceedings of the National Academy of Sciences·DateJul 2, 2026
Apple iPhone 17 Pro
Apple iPhone 17 Pro delivers top performance and advanced cameras for field documentation, data collection, and secure research communications.
Researchers found that over half of projects in the popular OpenStack ecosystem are affected by shared instability from “flaky tests”, resulting in a cumulative loss of 1,156 days of developer time. The study identifies environmental and system-level factors as major causes of test instability.
SourceKyushu University·JournalIEEE Transactions on Software Engineering·TypeData/statistical analysis·DateMay 26, 2026
A team of researchers at Binghamton University has developed a method to pinpoint discoveries that reshaped the course of science. The new metric uses neural embedding to analyze approximately 55 million scientific papers and patents, identifying major breakthroughs and simultaneous discoveries with greater accuracy.
SourceBinghamton University·JournalScience Advances·TypeData/statistical analysis·DateApr 1, 2026
Researchers challenge long-held assumptions about vegetation patterns in dryland ecosystems, finding that such patterns can actually indicate reduced ecosystem resilience. The new theoretical framework takes into account spatial constraints and environmental heterogeneities, revealing that ecosystem stability depends on specific enviro...
SourceHelmholtz-Zentrum Dresden-Rossendorf·JournalProceedings of the National Academy of Sciences·TypeComputational simulation/modeling·DateApr 1, 2026
DJI Air 3 (RC-N2)
DJI Air 3 (RC-N2) captures 4K mapping passes and environmental surveys with dual cameras, long flight time, and omnidirectional obstacle sensing.
Florida Atlantic University has received a $4.5 million grant from the US Air Force to establish a high-fidelity platform for autonomous decision-making and real-time sensor fusion research. The T-1A Jayhawk simulator will be used to study cognitive performance, situational awareness, stress and decision-making under pressure.
The Economy as an Evolving Complex System IV presents a new approach to understanding the economy, highlighting agent-based models and network tools that capture diversity and feedback loops. These tools are being used by policymakers and central banks to forecast GDP during crises and manage housing bubbles.
Researchers identified small clusters of interacting components that act as amplifiers, triggering outsized reactions in complex systems. These clusters can control how strongly a system reacts after a disruption, and their presence can determine the stability of entire systems.
SourceFlorida Atlantic University·JournalProceedings of the National Academy of Sciences·TypeComputational simulation/modeling·DateFeb 18, 2026
Groups of tiny particles suspended in liquid oscillate together, keeping time as though they sense each other's motion. The surrounding fluid enables the particles to 'feel' one another at a distance, influencing their motions without direct contact.
SourceNorthwestern University·JournalNature Communications·TypeComputational simulation/modeling·DateJan 26, 2026
This study investigates how environmental variability and human migration influence the evolution of cooperation among humans. Simulation results reveal that cooperation is more likely to evolve when these factors are sufficiently high, hindering non-cooperative groups and encouraging cooperative groups.
SourceUniversity of Tsukuba·JournalChaos Solitons & Fractals·DateDec 11, 2025
GoPro HERO13 Black
GoPro HERO13 Black records stabilized 5.3K video for instrument deployments, field notes, and outreach, even in harsh weather and underwater conditions.
Scientists at Seoul National University have developed a framework to manipulate emergent behavior in animal groups and robot swarms. The approach uses physics-informed AI to learn local interaction rules, enabling the control of collective patterns such as rings, clumps, and flocks.
SourceSeoul National University College of Engineering·JournalCell Reports Physical Science·TypeComputational simulation/modeling·DateSep 24, 2025
Researchers at FAU have developed a smarter AI framework that can manage complex systems with unequal levels of authority and adapt to imperfect information. The framework, based on reinforcement learning and game theory, reduces unnecessary computation while maintaining system stability and optimal strategy outcomes.
SourceFlorida Atlantic University·JournalIEEE Transactions on Systems Man and Cybernetics Systems·TypeComputational simulation/modeling·DateSep 23, 2025
The European consortium, funded by €4.5M, will recruit and train 15 PhD researchers to develop new models and methods for understanding complex biological systems. The network, coordinated by the University of Edinburgh, aims to create a framework grounded in physics that can be applied systematically.
SAMSUNG T9 Portable SSD 2TB
SAMSUNG T9 Portable SSD 2TB transfers large imagery and model outputs quickly between field laptops, lab workstations, and secure archives.
Researchers Marie Teich and Wilmer Leal develop a formal framework to analyze metaphors, confirming they are enduring linguistic and cognitive structures. The study reveals two significant metaphorical processes: mappings from concrete to abstract topics and the emergence of new mappings between domains.
SourceMax-Planck-Gesellschaft·JournalPLOS Complex Systems·TypeData/statistical analysis·DateAug 27, 2025
A new theory explains how ideas gain momentum and spread like wildfire. The researchers introduce a mathematical model that takes into account the evolution of ideas as they spread, leading to complex results with unexpected outcomes. This work has implications for understanding belief formation, misinformation, and social contagion.
SourceSanta Fe Institute·JournalPhysical Review Letters·DateAug 21, 2025
A new study from the Complexity Science Hub reveals that innovation can only endure over time if it is balanced with exnovation - the loss or forgetting of older possibilities. The researchers found an interesting trade-off between innovation speed and system stability.
SourceComplexity Science Hub·JournalPhysical Review Research·TypeComputational simulation/modeling·DateAug 5, 2025
A team of researchers developed a new quantum framework for analysing higher-order network data using topological signal processing. The Quantum Topological Signal Processing (QTSP) framework achieves linear scaling in signal dimension, opening the door to efficient quantum algorithms for problems previously considered out of reach.
SourceSingapore University of Technology and Design·JournalPhysical Review Applied·DateAug 4, 2025
Apple MacBook Pro 14-inch (M4 Pro)
Apple MacBook Pro 14-inch (M4 Pro) powers local ML workloads, large datasets, and multi-display analysis for field and lab teams.
A new study uncovers coordinated efforts of paper mills, brokers, and infiltrated journals to fabricate research, pay for authorships, and citations. Millions of dollars are involved in these processes, with the problem so widespread that it's outpacing legitimate scientific publications.
SourceNorthwestern University·JournalProceedings of the National Academy of Sciences·DateAug 4, 2025
A new analytical method reveals overlooked species at risk of extinction, providing a valuable layer of insight for conservationists. The dual-role approach captures both predator and prey interactions, identifying keystone species and vulnerabilities.
SourceComplexity Science Hub·JournalChaos Solitons & Fractals·TypeComputational simulation/modeling·DateJul 10, 2025
A new study found a universal organizing pattern governing species distribution across biogeographical regions. The research reveals that core areas provide optimal conditions for species survival and diversification, driving biodiversity radiance outward.
SourceUmea University·JournalNature Ecology & Evolution·TypeComputational simulation/modeling·DateJun 4, 2025
A new study in PNAS examines the rise and fall of Piast Poland, identifying key factors that contributed to its collapse. The research highlights the importance of balancing capital accumulation with social connectivity for sustainable political systems.
SourceMax Planck Institute of Geoanthropology·JournalProceedings of the National Academy of Sciences·DateApr 21, 2025
Nikon Monarch 5 8x42 Binoculars
Nikon Monarch 5 8x42 Binoculars deliver bright, sharp views for wildlife surveys, eclipse chases, and quick star-field scans at dark sites.
Researchers developed models to study EV's influence on human cooperation, revealing regional variability promotes cooperation in resource-poor areas. The findings provide new perspectives for archeological inquiry and insights into modern society's cooperative behavior.
SourceUniversity of Tsukuba·JournalPLOS Complex Systems·DateApr 18, 2025
Researchers developed a new liquid-crystal-based platform to handle hundreds of optical modes in compact two-dimensional setups, overcoming optical losses. This breakthrough enables the scalability of quantum simulations and all-optical AI systems.
SourceSPIE--International Society for Optics and Photonics·JournalAdvanced Photonics·DateMar 27, 2025
Researchers developed a new method to include uncertainty in predictive algorithms, ensuring accurate and reliable solutions. The approach uses Markov models to explicitly include uncertainty in specific parameters, allowing for faster predictions and more complete analysis.
Researchers uncover the origin of mixed-order transitions, where a macroscopic change is triggered by microscopic cascades. The study reveals long-term fluctuations can lead to sudden transformations in systems like water freezing or societal conflicts.
SourceComplexity Science Hub·JournalNature Communications·DateMar 24, 2025
Aranet4 Home CO2 Monitor
Aranet4 Home CO2 Monitor tracks ventilation quality in labs, classrooms, and conference rooms with long battery life and clear e-ink readouts.
A team from Osaka Metropolitan University has developed a crystal patterning method that controls the position and orientation of photochromic crystals, known as diarylethenes. This breakthrough allows for the creation of convex structures with precise control over crystal shape and size.
SourceOsaka Metropolitan University·JournalSmall Methods·TypeExperimental study·DateJan 23, 2025
Researchers propose a new strategy to stabilize quantum networks by rebuilding connections after each use, which leads to an eventual stable network state. The key is finding the optimal number of links to add, determined to be the square root of the number of users.
SourceNorthwestern University·JournalPhysical Review Letters·DateJan 23, 2025
A newly discovered Tetrarchic boundary stone provides valuable historical insights into the sweeping tax reforms of Roman Emperor Diocletian. The inscription mentions two previously unknown village names, a new imperial surveyor, and reflects the socio-economic dynamics during the Tetrarchy period.
SourceThe Hebrew University of Jerusalem·JournalPalestine Exploration Quarterly·TypeExperimental study·DateJan 20, 2025
In a Weizmann Institute experiment, groups of ants demonstrated superior problem-solving skills compared to human groups and individuals. Humans struggled to improve performance when working together, relying on individual calculation rather than collective strategy.
SourceWeizmann Institute of Science·JournalProceedings of the National Academy of Sciences·DateJan 2, 2025
Apple iPad Pro 11-inch (M4)
Apple iPad Pro 11-inch (M4) runs demanding GIS, imaging, and annotation workflows on the go for surveys, briefings, and lab notebooks.
A new study warns that human civilization is poised for a significant transformation as industrial civilization declines, giving rise to a postmaterialist, clean energy-based system. Rising authoritarianism poses a threat to this transition.
SourceSystem Shift Lab·Journalforesight·TypeSystematic review·DateDec 16, 2024
Professor LI Jinghai proposes Mesoscience, a concept exploring common principles among complex systems at mesoscales. This approach aims to identify and develop solutions for global challenges such as climate change, human health, and sustainable development goals.
SourceChinese Academy of Sciences Headquarters·JournalProceedings of the Royal Society A Mathematical Physical and Engineering Sciences·DateNov 18, 2024
The study emphasizes the need for a coherent approach to understanding A.I. threats, recognizing the intricate interplay between technology and society. Experts propose involving laypeople and experts in risk assessment processes, as well as promoting social resilience to ensure better decision-making.
SourceComplexity Science Hub·JournalPhilosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences·TypeCase study·DateNov 12, 2024
Anker Laptop Power Bank 25,000mAh (Triple 100W USB-C)
Anker Laptop Power Bank 25,000mAh (Triple 100W USB-C) keeps Macs, tablets, and meters powered during extended observing runs and remote surveys.
A new study by University of Michigan researchers introduces a framework to compare and analyze competitive interactions across various fields, from sports to social hierarchies. The 'depth of competition' model reveals that human games and sports are surprisingly shallow, while animal competitions exhibit much deeper stratification.
SourceUniversity of Michigan·JournalScience Advances·DateNov 6, 2024
A team of MIT engineers developed an algorithm to identify causal links in complex systems, taking data from various sources and analyzing interactions between variables. The method generates a causality map linking variables with likely cause-and-effect relationships, including synergistic and redundant links.
SourceMassachusetts Institute of Technology·JournalNature Communications·DateNov 1, 2024
A new benchmark, V-score, has been developed to tackle quantum many-body problems. The V-score combines energy and fluctuation data into a single number, making it easier to rank different methods based on accuracy.
SourceEcole Polytechnique Fédérale de Lausanne·JournalScience·DateOct 17, 2024
Researchers at Tohoku University have successfully applied quantum squeezing to enhance the accuracy of measurements in complex quantum systems. By reducing uncertainty in one aspect while increasing it in another, they can measure variables like position and momentum with greater precision.
SourceTohoku University·JournalPhysical Review Research·DateSep 30, 2024
A recent study found that hospitals with standardized data governance platforms were 47% less likely to be breached. The research proposes building enterprise-wide data analytics platforms to manage data sharing among diverse systems, simplifying the system and reducing breaches. Practitioners should embrace IT complexity as long as it...
SourceUniversity of Texas at Austin·JournalMIS Quarterly·DateSep 17, 2024
Apple Watch Series 11 (GPS, 46mm)
Apple Watch Series 11 (GPS, 46mm) tracks health metrics and safety alerts during long observing sessions, fieldwork, and remote expeditions.
A new metric assesses cities globally, uncovering significant inequalities in access to services. The research team developed a relocation algorithm to understand how to increase accessibility and reduce inequality in urban areas.
SourceComplexity Science Hub·JournalNature Cities·TypeComputational simulation/modeling·DateSep 16, 2024
A new study reveals that women leaders with greater experience and connections play a crucial role in driving the success of community coalitions aimed at preventing childhood obesity. The research highlights the importance of these female leaders in facilitating the diffusion of prevention efforts.
Researchers analyzed 650 million tweets to identify new words and tracked their adoption. Words used by central users persisted longer, while those with less central positions had a rapid rise and decline. The study reveals the predictive power of social network position in shaping language.
SourcePLOS·JournalPLOS Complex Systems·TypeObservational study·DateSep 3, 2024
AmScope B120C-5M Compound Microscope
AmScope B120C-5M Compound Microscope supports teaching labs and QA checks with LED illumination, mechanical stage, and included 5MP camera.
Researchers introduce ghost channels and cycles to understand transient behaviors in complex systems like climate processes or neuronal networks. This new approach challenges traditional concepts based on stable or unstable equilibria, potentially helping predict tipping cascades and ecosystem degradation.
SourceMax Planck Institute for Neurobiology of Behavior - caesar·JournalPhysical Review Letters·TypeComputational simulation/modeling·DateJul 26, 2024
Researchers from MPI-DS investigated how non-reciprocal interactions can help overcome static equilibrium states in complex systems. They found that these interactions can counteract energy barriers, allowing trapped systems to escape and potentially leading to more efficient molecular systems.
SourceMax Planck Institute for Dynamics and Self-Organization·JournalPhysical Review Letters·TypeComputational simulation/modeling·DateJul 25, 2024
The Complexity Science Hub is launching a new PhD program in Austria, focusing on complexity research to address current challenges. The interdisciplinary program will provide students with expertise in data, network, and complexity science.
Apple AirPods Pro (2nd Generation, USB-C)
Apple AirPods Pro (2nd Generation, USB-C) provide clear calls and strong noise reduction for interviews, conferences, and noisy field environments.
Researchers from Queen Mary University of London developed a novel analysis to explore the impact of parasite virulence and infection probability on species coexistence in a complex system. The study found that stochasticity plays a significant role in determining whether species coexist or go extinct.
SourceQueen Mary University of London·JournalProceedings of the Royal Society B Biological Sciences·DateApr 24, 2024
Researchers analyzed firm-level data from the global supply network, revealing that wealthy nations are only exposed to supply chain disruptions from other high-income countries. Poor and developing nations are disproportionately affected by economic shocks due to their structural embeddedness in their local or national supply chains.
SourceComplexity Science Hub·JournalNature Communications·TypeComputational simulation/modeling·DateApr 19, 2024
Researchers found termites use humidity to guide their nest-building activity, not relying on pheromones. The study used artificial structures with varying heights and shapes, tracking termite behavior and correlating it with changes in the 3D structure.
SourceIMT School for Advanced Studies Lucca·JournaleLife·TypeExperimental study·DateApr 10, 2024
CalDigit TS4 Thunderbolt 4 Dock
CalDigit TS4 Thunderbolt 4 Dock simplifies serious desks with 18 ports for high-speed storage, monitors, and instruments across Mac and PC setups.
Politecnico researchers developed a new type of neural network called Latent Dynamics Network (LDNet) that can accurately predict the evolution of complex systems in low-dimensional spaces. This approach offers significant innovations over traditional methods, enabling up to 5 times more accurate results with a reduction of over 90% in...
SourcePolitecnico di Milano·JournalNature Communications·TypeMeta-analysis·DateMar 6, 2024
Researchers created mathematical models to examine aspects of human behavior affecting pandemic trends. They found that risk perception and adherence to preventive measures are crucial in understanding why similar policies resulted in different outcomes.
SourceVirginia Tech·JournalHealth Affairs·TypeData/statistical analysis·DateFeb 5, 2024
Research reveals that spatial patterns in dryland vegetation are critical for adapting to changing environmental conditions. The study provides empirical evidence supporting the role of self-organized clusters in maintaining ecosystem function and health.
SourceSanta Fe Institute·JournalProceedings of the National Academy of Sciences·DateFeb 2, 2024
Researchers developed a mathematical model showing how cicadas come to a consensus about local average temperature, leading to large-scale swarms. The model is related to those describing 'avalanches' in decision-making among stock market traders, highlighting the importance of communication in collective behavior.
SourceUniversity of Cambridge·JournalPhysical Review E·DateFeb 1, 2024
A team of scientists and philosophers identifies a new law of nature that governs the evolution of complex systems, including plants, animals, stars, and minerals. The law states that complex systems evolve to states of greater patterning, diversity, and complexity, regardless of whether they are living or nonliving.
SourceCarnegie Science Earth and Planets Laboratory·JournalProceedings of the National Academy of Sciences·TypeObservational study·DateOct 16, 2023
Rigol DP832 Triple-Output Bench Power Supply
Rigol DP832 Triple-Output Bench Power Supply powers sensors, microcontrollers, and test circuits with programmable rails and stable outputs.
Researchers propose a new framework to explain the emergence of 'dynamical heterogeneities' in glass-forming liquids, which become increasingly correlated as they cool down. This study provides insights into the Stoke-Einstein breakdown and suggests a new handle for understanding other complex systems with intermittent dynamics.
SourceEcole Polytechnique Fédérale de Lausanne·JournalPhysical Review X·DateSep 22, 2023
Researchers from the University of Oldenburg developed a new stochastic method to mitigate sudden swings in wind turbine power output. The study found that control systems are mainly responsible for short-term fluctuations and can be optimized to ensure more consistent energy output.
SourceUniversity of Oldenburg·JournalPRX Energy·TypeData/statistical analysis·DateSep 19, 2023
A groundbreaking study by Florida Atlantic University reveals that agency emerges from the coupled relation between humans and their environment. Infants are found to discover their causal powers and transition from spontaneous to intentional behavior at a critical level of coordination, marking an abrupt increase in movement rate.
SourceFlorida Atlantic University·JournalProceedings of the National Academy of Sciences·TypeExperimental study·DateSep 18, 2023
Fluke 87V Industrial Digital Multimeter
Fluke 87V Industrial Digital Multimeter is a trusted meter for precise measurements during instrument integration, repairs, and field diagnostics.
Researchers created a comprehensive index of human cells mapping sizes and abundance across the entire body. The study reveals surprising mathematical patterns underlying cell size and number, challenging fundamental understanding of cell growth and proliferation.
SourceMax-Planck-Institut fur Mathematik in den Naturwissenschaften·JournalProceedings of the National Academy of Sciences·TypeData/statistical analysis·DateSep 18, 2023
A new paper suggests that ecology can inspire more powerful, resilient, and socially responsible AI to solve complex problems. Artificial intelligence systems can incorporate greater amounts of data and diverse sources, discovering new interactions and drivers that may not have been considered before.
SourceCary Institute of Ecosystem Studies·JournalProceedings of the National Academy of Sciences·TypeCommentary/editorial·DateSep 11, 2023
Researchers at the University of Sydney and Max Planck Institute have developed new methods to describe synchronicity in complex systems. Their findings suggest that convergent walks on a network structure can lead to poor quality synchronisation.
SourceUniversity of Sydney·JournalProceedings of the National Academy of Sciences·TypeComputational simulation/modeling·DateSep 8, 2023
Researchers at EPFL have developed the Backtracking Dynamical Cavity Method (BDCM) to study disordered systems, which are found in materials science, climate, and social networks. By tracing steps backward from stable points, the BDCM provides valuable insights into complex system dynamics.
SourceEcole Polytechnique Fédérale de Lausanne·JournalPhysical Review X·DateAug 23, 2023
The study uses an improved artificial bee colony algorithm to minimize potential issues with ETRVs, such as excessive energy consumption and operational safety concerns. The algorithm successfully finds the most competitive solution on all instances, achieving significant improvement over other comparative algorithms.
SourceTsinghua University Press·JournalComplex System Modeling and Simulation·DateAug 8, 2023
Sony Alpha a7 IV (Body Only)
Sony Alpha a7 IV (Body Only) delivers reliable low-light performance and rugged build for astrophotography, lab documentation, and field expeditions.