#mdpisystems Call for reading: Data-Driven Strategies for #ComplexSystem Forecasts: The Role of Textual Big Data and State-Space Transformers in Decision Support �mdpi.com/2079-8954/12/5…J from China Agricultural University and@RUCerofChina #systems #statespacemodelsH

We are hiring! We have two openings for Project Associates at ctcs.iitm.ac.in at @iitmadras. Kindly refer to the attachment for details. To apply, send your CV to sujithslabrecruitment@gmail.com #phd #Project #ComplexSystem #matlab #hiring #Recruiting #Experiment #Cloud

#mdpisystems Call for reading: Comparing the Complexity and Efficiency of Composable Modeling Techniques for Multi-Scale and Multi-Domain #ComplexSystem #ModelingandSimulation Applications: A Probabilistic Analysis �mdpi.com/2079-8954/12/3…Y from@MITREcorp #systems #modelingg

Delighted to present our work at @iitmadras Open House 2026, CoE Critical Transitions in Complex Systems. We showcased research on complex systems & live-demonstrated thermoacoustic instability. Great enthusiasm & insightful questions from visitors #IITM #OpenHouse #ComplexSystem

Assume gains are private, but losses are shared. What happens if this rule governs a system of interacting, open subsystems exchanging resources with the environment? The system will have a sharp, switch-like state transition. arxiv.org/abs/2512.22839 #statmech #ComplexSystem

Towards a #Holographic-Type Perspective in the Analysis of #ComplexSystem Dynamics ✏️ Ștefana Agop et al. 🔗brnw.ch/21wYCECe Viewed: 2180; Cited: 2 #mdpisymmetry #RelativityTheory #fractal@ComSciMath_Mdpiz

Uploaded a new class of neural systems: fully autonomous, self-diagnosing, self-repairing, zero hyperparameters. Paper + runnable code + full experimental records (40 splits): zenodo.org/records/177737… Private GitHub available upon request. #QuantTrika #complexsystem #GNN #Cybernatic @elonmusk @xai @GoogleDeepMind @demishassabis @ylecun @sama @OpenAI @AnthropicAI

Another review article worth bookmarking: Signed Networks: theory, methods, and applications." arxiv.org/abs/2511.17247 Perfect for my Systems Biology course. #sysbio #complexsystem #graph #network #compbio #mathbio

In biology, we’re still busy naming T cells and debating EMT or autophagy — a bit like arguing over bird names while the real wonder lies in understanding how they fly. #complexsystem #PhysicsOfLife #sysbio

My physicist friends love universality — until the system starts voting, reproducing, or trading stocks 🤪 #complexsystem #physicsoflife #physicsoflivingmatter #systemsbiology

The game's simplicity in access hides a deep, complex economic system. It's easy to start, but mastering the finance side is the long-term challenge. #ComplexSystem #EasyToStart #MasteringFinance

The game's simplicity in access hides a deep, complex economic system. It's easy to start, but mastering the finance side is the long-term challenge. #ComplexSystem #EasyToStart #MasteringFinance

Your thoughts, brain neurons, galaxy clusters and #AI models all follow the EXACT same mathematical pattern. The universe has ONE operating system. Every complex system hits catastrophic failure at 6.3 bits per unit. 🎧:youtu.be/3TMtJOYmOrc?si…0 #ComplexSystem #UniversalLaws

If I want to teach undergraduate students about driven non-equilibrium systems, which two toy models should I choose? The mathematics must be intuitive, and the simulations must be easy. What do you suggest? #statmech #physics #complexsystem #systemsbiology