DARPA's Big Mechanism program

PR Cohen - Physical biology, 2015 - iopscience.iop.org
Reductionist science produces causal models of small fragments of complicated systems.
Causal models of entire systems can be hard to construct because what is known of them is …

DiSH simulator: Capturing dynamics of cellular signaling with heterogeneous knowledge

K Sayed, YH Kuo, A Kulkarni… - 2017 Winter …, 2017 - ieeexplore.ieee.org
In this paper, we present DiSH, a simulator for large discrete models of biological signal
transduction pathways, capable of simulating networks with multi-valued elements in both …

Disorder of localized inflammation in wound healing: a systems perspective

S Roy, A Das, CK Sen - … and Computational Biology Approaches to Acute …, 2013 - Springer
Wound healing is a well-coordinated concerted event in response to injury and its
microenvironment, which aims at reinstating normal tissue homeostasis. Being a well …

Exploring the dynamics of large-scale gene regulatory networks using hardware acceleration on a heterogeneous cpu-fpga platform

LB da Silva, D Almeida, JAM Nacif… - 2017 International …, 2017 - ieeexplore.ieee.org
Systems Biology pose computational challenges that surpass the capabilities of current
computing platforms. A particular challenge in this regard is simulating the dynamics of …

[HTML][HTML] Reaction systems and synchronous digital circuits

Z Shang, S Verlan, I Petre, G Zhang - Molecules, 2019 - mdpi.com
A reaction system is a modeling framework for investigating the functioning of the living cell,
focused on capturing cause–effect relationships in biochemical environments. Biochemical …

Regulatory network analysis acceleration with reconfigurable hardware

N Miskov-Zivanov, A Bresticker… - … Conference of the …, 2011 - ieeexplore.ieee.org
In medical research it is of great importance to be able to quickly obtain answers to inquiries
about system response to different stimuli. Modeling the dynamics of biological regulatory …

Dynamic behavior of cell signaling networks: model design and analysis automation

N Miskov-Zivanov, D Marculescu… - Proceedings of the 50th …, 2013 - dl.acm.org
Recent work has presented logical models and showed the benefits of applying logical
approaches to studying the dynamics of biological networks. In this work, we develop a …

THiMED: Time in hierarchical model extraction and design

N Miskov-Zivanov, P Wei, CSC Loh - Computational Methods in Systems …, 2014 - Springer
We describe our approach to modeling timing of cell signaling systems in which existing
information about the system spans from detailed mechanistic knowledge to much coarser …

Fpga accelerated analysis of boolean gene regulatory networks

M Manica, R Polig, M Purandare… - IEEE/ACM …, 2019 - ieeexplore.ieee.org
Boolean models are a powerful abstraction for qualitative modeling of gene regulatory
networks. With the recent availability of advanced high-throughput technologies, Boolean …

Accelerated analysis of Boolean gene regulatory networks

M Purandare, R Polig… - 2017 27th International …, 2017 - ieeexplore.ieee.org
In Systems Biology, Boolean models are gaining popularity in modeling and analysis of
qualitative dynamics of gene regulatory mechanisms. With the development of advanced …