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1

Fabrication and Characterization of Nickel-Titanium Microrobots

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The microrobot samples were coated with nickel and titanium with a Q150TS sputtering system (Quorum Technologies, Newhaven, ES, UK). The morphology of the fabricated microrobots with NTS and cells were observed through scanning electron microscopy (SEM) system (FEI, Nova 450). The crystal structures of NTS were investigated using an XRD-6100 system (Shimadzu, Nakagyo-ku, Kyoto, Japan) with Cu Kα radiation (λ = 0.15406 nm) from 5 °C to 65 °C. Tube voltage and current were set at 40 kV and 40 mA, respectively. Data were collected in 0.02 °C steps for 1 s per step. The atomic composition of the NTS was further characterised with an EDS system (Oxford Instrument, Oxford, Oxfordshire, UK). The WCA test was investigated using contact angle meter (Chengding Technologies, Dongguan, Guangdong, China). Optical density (OD) was determined using a SpectraMax M5e microplate reader (Molecular Devices, San Jose, CA, USA). The magnetic control experiment was performed using a self-constructed magnetically actuated micromanipulation system in a microfluidic chip (Figure S2 and Video S3).
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2

Comprehensive Materials Characterization Workflow

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XRD patterns were recorded on a PANalytical X'Pert PRO MPD X-ray powder diffractometer using Cu Kα1 radiation ( λ= 1.54056 Å). SEM BSE imaging and EDS measurements of the chemical composition and elemental mapping were conducted on a focused ion beam scanning electron microscope FEI HeliosNanolab 650, equipped with EDS system from Oxford Instruments with X-max SDD detector. Electrical resistivity, thermoelectric power, thermal conductivity, Hall coefficient and specific heat were measured by a Quantum Design Physical Property Measurement System (PPMS 9 T). Magnetic properties were recorded on a Quantum Design MPMS3 SQUID magnetometer.
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3

Microstructural Characterization of Alloys

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The microstructural observations and EDS analysis were performed using a Tescan Vega SBH3 scanning electron microscope (SEM) equipped with an EDS system (Oxford Instruments, Abingdon, UK). The area occupied by phases in the SEM image was calculated using Tescan software to determine the intermetallic-phase volume fraction. The DSC measurements were performed at a heating rate of 20 °C/min in Al2O3 crucibles under Ar gas flow to measure the liquidus and solidus temperatures of the as-cast alloys.
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4

Membrane Surface Characterization by SEM-EDS

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The structure of the membrane surface and the content of inorganic material were investigated using SEM in combination with EDS. Membrane half-tubes were cut into 5 × 5 mm2 large coupons. For cross-sectional analysis, the membranes were dipped in liquid nitrogen and then broken to create a straight cut-line. Air-dried membrane coupons were coated with a gold–palladium mixture at a current of 150 mA and a pressure of 7 × 10−2 mbar under an argon atmosphere for 3 min. Three positions on each coupon were examined in a JSM 6700F NT microscope (JEOL, Tokio, Japan) at an acceleration voltage of 10 kV. At least, one position on each coupon was analyzed with an EDS system (Oxford Instruments, Abingdon, UK). The spectra obtained were quantified using the AZtec v2.3 software supplied by the manufacturer.
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5

Characterization of Synthesized Gold Nanoparticles

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The morphology and size of the AuNPs was determined by transmission electron microscopy with 4 Å resolution (TEM; JEOL-JEM 1200EX-II, Tokyo, Japan), using a Gatan CCD camera for image acquisition (model 782; Gatan, Inc., Pleasanton, CA, USA). The AuNPs samples were drop-cast on formvar/carbon-coated 200 mesh copper grids, which were subsequently retracted and allowed to dry in air at room temperature. Particle sizes and frequency histograms were obtained by measuring the diameter of 100 nanoparticles using the ImageJ software [28 ], while the percentage of spherical particles was determined through visual inspection of 100 nanoparticles. In addition, elemental analysis of the gold colloidal suspensions was carried out by energy-dispersive X-ray analysis (EDS system; Oxford Instruments, Oxford, UK) using scanning electron microscopy with a resolution of 133eV (SEM; JEOL JSM 6380LV, Tokyo, Japan).
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6

Geological Mapping and Petrographic Analysis of the Taebaeksan Basin

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Several field works were conducted from November 2019 to April 2023 in the Taebaeksan Basin of the Republic of Korea (South Korea). Based on the structural, sedimentological, and mineralogical characteristics of the traceable PBSC and carbonate rock unit, mapping was performed and a geological map was drawn (Supplementary Fig. 1). All PBSC and carbonate rock samples were polished as slabs, thin sections, and epoxy mounts. Polishing was conducted in several steps, starting at 20 μm and finishing at 0.25 μm. Mineralogical and micro-textural characteristics were examined using a polarizing microscope and SEM–EDS with a back-scattered Electron (BSE) detector high-vacuum (HV) SEM (JSM-5610LV; JEOL Ltd., Tokyo, Japan) and an EDS system (Oxford Instruments, Abingdon, UK) at Yonsei University, Seoul, South Korea. In order to apply the in-situ method to isotope analysis, a route map was created to confirm the distribution and texture of the target mineral with merging compo images.
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7

Comprehensive Characterization of Materials

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XRD diffraction patterns were recorded on a PANalytical X’Pert PRO MPD (Malvern Panalytical Ltd., Malvern, UK) X-ray powder diffractometer in a classical Bragg-Brentano geometry, using a Ni filter that retains the Cu Kα1,2 doublet radiation. SEM BSE imaging and EDS composition determination and elemental mapping were performed on a focused ion beam scanning electron microscope FEI HeliosNanolab 650 (FEI, Hillsboro, OR, USA), equipped with EDS system from Oxford Instruments (Oxford, UK) and X-max SDD detector. Electrical resistivity and specific heat were measured on a Quantum Design Physical Property Measurement System PPMS 9T (San Diego, CA, USA), operating in the temperature range 0.35–400 K and equipped with a 9 T magnet. Magnetic measurements were performed on a Quantum Design Magnetic Property Measurement System MPMS3 (San Diego, CA, USA) that employs a SQUID magnetometer and operates in the temperature range 1.8–400 K in magnetic fields up to 7 T.
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8

Morphological Characterization of Nanomaterials

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The morphology and size of GQDs, GQD-PEG and MoS2 nanosheets were characterized using a JEOL-2100F transmission electron microscopy (TEM) equipped with an Oxford Instrument EDS system, operating at 200 kV. The absorption spectra of GQDs, GQD-PEG, MoS2 nanosheets were characterized by a UV-vis spectrophotometer (Ultrospec 2100 pro). The Zeta potential and size distribution of MoS2 nanosheets were determined at neutral pH environment with a Zetasizer Nano Z system from Malvern Instruments Ltd.
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