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Daniel Sauceda (Assoc)
Postdoctoral Scientist
About Me:
Howdy,
My research history was focused on computational materials science in the High-entropy Alloy and MAX phase alloy space at Texas A&M University. To conduct this work effectively, I understood the importance of establishing efficiently workflows and data-management tools. This has led to my current research interest of designing and establishing infrastructure for automated scientific workflows. Then using these workflows better leverage Bayesian statistics and ai-driven models for decision-making applications.
Current Project(s):
Rapid Drug Analysis and Research (RaDAR)
My current work is focused on enhancing the automated and batch processing capabilities of data produced from the RaDAR Lab. The RaDAR Lab is a pioneer pilot program for addressing the opioid epidemic through rapid mass spectra forensics analysis. Recognizing that the there is a growing rise in street-drug related mortality [1], the classification and processing of each particular item is far out pacing traditional forensics labs. By using DART-MS rather that GC-MS, measurements of samples are shortened drastically to minutes rather than hours. By partnering with third-party organizations, such as hospitals and law enforcement, samples are sent in, analyzed, and reported faster than in-house forensics. By developing shareable softwares, frameworks, and infrastructures, our goal is to make deployable labs that interconnect with their respective datasets for the purposes of datamining discovery.
Graduate Publications:
- High throughput exploration of the oxidation landscape in high entropy alloys - Materials Horizons (RSC Publishing) DOI:10.1039/D2MH00729K
- Efficient machine-learning model for fast assessment of elastic properties of high-entropy alloys - ScienceDirect
- Uncertainty propagation in a multiscale CALPHAD-reinforced elastochemical phase-field model - ScienceDirect
- The effect of chemical disorder on defect formation and migration in disordered max phases - ScienceDirect
- A theoretical investigation of the effect of Ga alloying on thermodynamic stability, electronic-structure, and oxidation resistance of Ti2AlC MAX phase | Scientific Reports