activity
20172024
most citedConstrained crystals deep convolutional generative adversarial network for the inverse design of crystal structures

158 citations · 585 across the 14 of their papers we have counts for

collaborators

15 papers

cond-mat.mtrl-sci2024★ 66 cited

A matter of performance & criticality: a review of rare-earth-based magnetocaloric intermetallic compounds for hydrogen liquefaction

Wei Liu, Tino Gottschall, Franziska Scheibel +8

The low efficiency of conventional liquefaction technologies based on the Joule-Thomson expansion makes liquid hydrogen currently not attractive enough for large-scale energy-relat…

cond-mat.mtrl-sci2023★ 7 cited

The role of Debye temperature in achieving large adiabatic temperature changes at cryogenic temperatures: a case study on

Wei Liu, Franziska Scheibel, Nuno Fortunato +5

The excellent magnetic entropy change () in the temperature range of 20 77 K due to the first-order phase transition makes an intriguing candidate for magneto…

cond-mat.mtrl-sci2023

Accelerated Screening of Ternary Chalcogenides for High-Performance Optoelectronic Materials

Chen Shen, Tianshu Li, Yixuan Zhang +7

Chalcogenides, which refer to chalcogen anions, have attracted considerable attention in multiple fields of applications, such as optoelectronics, thermoelectrics, transparent cont…

cond-mat.mtrl-sci2023

Giant anomalous Hall and Nernst conductivities in magnetic all- metal Heusler alloys

Md Farhan Tanzim, Nuno Fortunato, Ilias Samathrakis +4

All- Heuslers are a category of novel compounds combining versatile functionalities such as caloric responses and spintronics with enhanced mechanical properties. Despite the pr…

cond-mat.mtrl-sci2023★ 51 cited

Designing magnetocaloric materials for hydrogen liquefaction with light rare-earth Laves phases

Wei Liu, Tino Gottschall, Franziska Scheibel +6

Magnetocaloric hydrogen liquefaction could be a "game-changer" for liquid hydrogen industry. Although heavy rare-earth-based magnetocaloric materials show strong magnetocaloric eff…

cond-mat.mtrl-sci2022★ 8 cited

Tunable anomalous Hall and Nernst effects in MM'X compounds

Ilias Samathrakis, Nuno Fortunato, Harish K. Singh +2

Based on first-principles calculations, the anomalous Hall (AHC) and anomalous Nernst conductivities (ANC) of the XMnP (X=Ti, Zr, Hf) compounds were evaluated, and the possibility…

cond-mat.mtrl-sci2022★ 78 cited

A study on rare-earth Laves phases for magnetocaloric liquefaction of hydrogen

Wei Liu, Eduard Bykov, Sergey Taskaev +10

We are witnessing a great transition towards a society powered by renewable energies to meet the ever-stringent climate target. Hydrogen, as an energy carrier, will play a key role…

cond-mat.mtrl-sci2022

Thermodynamical and topological properties of metastable Fe3Sn

Ilias Samathrakis, Chen Shen, Kun Hu +5

Combining experimental data, first-principles calculations, and Calphad assessment, thermodynamic and topological transport properties of the Fe-Sn system were investigated. Densit…

cond-mat.mtrl-sci2021★ 4 cited

Inverse design of crystal structures for multicomponent systems

Teng Long, Yixuan Zhang, Nuno M. Fortunato +3

We developed an inverse design framework enabling automated generation of stable multi-component crystal structures by optimizing the formation energies in the latent space based o…

cond-mat.mtrl-sci2020★ 117 cited

Tailoring magnetocaloric effect in all-d-metal Ni-Co-Mn-Ti Heusler alloys: a combined experimental and theoretical study

Andreas Taubel, Benedikt Beckmann, Lukas Pfeuffer +7

Novel Ni-Co-Mn-Ti all-d-metal Heusler alloys are exciting due to large multicaloric effects combined with enhanced mechanical properties. An optimized heat treatment for a series o…

cond-mat.mtrl-sci2020★ 2 cited

Designing of Magnetic MAB Phases for Energy Applications

Chen Shen, Qiang Gao, Nuno M. Fortunato +4

Based on high-throughput density functional theory calculations, we performed screening for stable magnetic MAB compounds and predicted potential strong magnets for permanent magne…

cond-mat.mtrl-sci2020★ 42 cited

Multifunctional Antiperovskites driven by Strong Magnetostructural Coupling

Harish K. Singh, Ilias Samathrakis, Nuno M. Fortunato +4

Based on density functional theory calculations, we elucidated the origin of multifunctional properties for cubic antiperovskites with noncollinear magnetic ground states, which ca…

physics.comp-ph2020★ 158 cited

Constrained crystals deep convolutional generative adversarial network for the inverse design of crystal structures

Teng Long, Nuno M. Fortunato, Ingo Opahle +5

Autonomous materials discovery with desired properties is one of the ultimate goals for materials science, and the current studies have been focusing mostly on high-throughput scre…

cond-mat.mtrl-sci2019★ 51 cited

An accelerating approach of designing ferromagnetic materials via machine learning modeling of magnetic ground state and Curie temperature

T. Long, N. M. Fortunato, Yixuan Zhang +2

Magnetic materials have a plethora of applications ranging from informatics to energy harvesting and conversion. However, such functionalities are limited by the magnetic ordering…

cond-mat.mtrl-sci2017★ 1 cited

On the nature of the (de)coupling of the magnetostructural transition in ErSi

Rui M. Costa, João H. Belo, Marcelo B. Barbosa +9

In this report, a successful thermodynamical model was employed to understand the structural transition in ErSi, able to explain the decoupling of the magnetic and structur…