Sep 2026· Zenodo (CERN European Organization for Nuclear Research)
Abstract
This archive contains the computational framework and the measurement data used to design and evaluate a reactive eleven-layer MoO2/Mo/Cr/Ni-Cr functionally graded interlayer for joining c-plane sapphire to Inconel 718 by laser powder bed fusion, as described in the accompanying paper. Every number and every figure in the paper and its Supplementary Information is regenerated by the scripts included here. The framework keeps two quantities apart. The interface-step metric measures the mismatch between adjacent layers and is the objective the composition gradient controls; the membrane stress is what each layer carries against the substrate, and each layer is assigned the stress-free reference state its fabrication history gives it. Expansion coefficients are means over each thermal excursion rather than room-temperature values. Modulus-compensated grading equalises the six gradient steps at 0.58 GPa under a bounding 1200 K excursion, 53 per cent below equal composition steps; the shield-to-barrier step of 1.8 GPa lies outside the graded zone and is reported as a limit of the design. The archive implements: the analytical engine for the step metric, the membrane stress, the gradient optimisation and the fluence budgets; a generalised plane strain finite-element model of the stack on sapphire with per-layer reference temperatures and temperature-dependent seed plasticity; edge-crack decks and the steady-state multilayer energy release rate of Hutchinson and Suo; a one-dimensional transient enthalpy conduction model of the bonding pass with phase change, which shows the interlayer to be thermally thin under an 80 microsecond pulse; a diffusion-dose evaluation of the chromium barrier with lattice and grain-boundary transport; and an axisymmetric thermoelastic model of the sapphire under the hot spot. The finite-element models use the free CalculiX solver; everything else is pure Python with NumPy, SciPy and Matplotlib. The measurement data are the raw X-ray diffraction scans of a deposited witness stack of the lower three zones and the photoelectron spectra of the oxide and metallic layers, from which the crystallite sizes and the oxide phase assignment in the paper are taken. The code is released under the MIT licence and the measurement data under CC BY 4.0. Version 1.0.1 of this archive accompanied the first submission of the manuscript and is superseded by this version; README.md lists what changed.
The results are packaged in the Greenfield Startup Model (GSM), which explains the priority of startups to release the product as quickly as possible, and the need to shorten time-to-market, by speeding up the development through low-precision engineering activities.
Carmine Giardino, Nicolò Paternoster, M. Unterkalmsteiner et al.· IEEE Transactions on Softwar...· 178 citations· ⚡14
Software startup companies develop innovative, software-intensive products within limited timeframes and with few resources, searching for sustainable and scalable business models.
M. Unterkalmsteiner, P. Abrahamsson, Xiaofeng Wang et al.· e-Informatica Software Engin...· 157 citations· ⚡17
This study conducts a case survey study based on the secondary data of the major pivots happened in 49 software startups, and demonstrates that customer need pivot is the most common among all pivot types.
Sohaib Shahid Bajwa, Xiaofeng Wang, Anh Nguyen-Duc et al.· Empirical Software Engineeri...· 127 citations· ⚡15
The comparison of adopter and non-adopter sample reveals three potential adoption inhibitor, security, data privacy, and portability, which underlines the importance of the technical and security perspectives for research investigating the adoption of technology.
Nattakarn Phaphoom, Xiaofeng Wang, S. Samuel et al.· Journal of Systems and Softw...· 111 citations· ⚡8
This study investigates how Lean internal startup facilitates software product innovation in large companies and identifies its enablers and inhibitors, and shows the potential of the method-in-action framework to investigate the Lean startup approach in non-startup context.
Henry Edison, Nina M. Smørsgård, Xiaofeng Wang et al.· Journal of Systems and Softw...· 78 citations· ⚡6
The application of agile software methods and more recently the integration of Lean practices contribute to the trend of continuous improvement in the software industry. One such area warranting proper empirical evidence is a project’s operational efficiency when using the Kanban method. This short paper takes a new an...
Marko Ikonen, Petri Kettunen, Nilay V. Oza et al.· EUROMICRO Conference on Soft...· 67 citations· ⚡9
Related blog posts
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
Learn how Google DeepMind and GovTech Singapore uses lightweight on-device Gemma models to intercept conversational scams in private chats with zero cloud data egress.
Microsoft Research Blog· microsoft.comOct 12, 2026
StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.