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Updated: May 14, 2026

Flash Infrared Annealing for Perovskite Solar Cell Processing
Published on: February 3, 2021
In Situ Emulsion Crystallization Combined With Deep Potential Molecular Dynamics: Desensitization of Energetic
Ming-Yu Guo1, Chen-Xi Yu1, Yun-Fan Yan1
1MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, School of Chemistry, IGCME, Sun Yat-sen University, Guangzhou, China.
Abstract:
Multi-ionic integrated explosives (MIXs) represent a structurally distinct class of energetic materials characterized by robust ionic lattices. Yet their desensitization presents three methodological barriers: (i) their ionic lattices are poorly soluble in solvents compatible with conventional emulsion templates; (ii) over-sensitive dry intact crystals pose hazards in mechanical processing routes; and (iii) the radiation sensitivity of perchlorate-based crystals precludes conventional surface-science characterization of the reactive interface. Here, we employ a synthetic approach with atomistic simulation to address these challenges. First, reactive in situ emulsion crystallization deposits stearic acid (SA) inside crystallization microreactors, bypassing direct handling of pre-formed DAP-4. Second, deep potential molecular dynamics (DPMD) probes the friction-triggered reactive interfaces at atomic resolution. Equilibrium DPMD trajectories identify that SA reduces the interfacial NH4 + in-plane displacement from 4 to 5 Å (SA-uncoated) to 1.5-1.8 Å (SA-coated) at equilibrium, clamping NH4 + and ClO4 - mobility and suppressing hotspot formation under shear. Experimentally, 5 wt.% SA increases the BAM friction threshold from <5 to 40 N while retaining ∼90% of the combustion pressure, whereas mechanical mixing at identical loading shows negligible improvement. These quantitative metrics provide an operational decision rule for evaluating interfacial stabilization and potentially enable a predictive screening of amphiphilic coatings on complex multi-ionic lattices.
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